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Major | Gender | Career | Ethnicity | First Generation Students | Dependents | Medical Condition | Medical Care | Analysis

Function

To begin, let’s explore the function we created to run all of this statistical analysis:

mysubsetMDS <- function(x){
  mysubset <- df %>% 
    select(starts_with(x))
  
  meta <- metaMDS(mysubset)
  MDS_df <- data.frame(MDS1=meta$points[,1],MDS2=meta$points[,2]) %>%
    cbind(demo)
  return(MDS_df)
}


In English, this function allows us to run the MDS according to each subset of demographic and each subset of question type that we want. Obviously, in this page, we are exploring number of dependents.

Question Types

Science Identity

Let’s explore the science identity subset of questions first. Running our function we created and plotting it, we are left with this image of the plot:

This is great and all, but let’s run an adonis test to see if there is a significant difference in how different number of dependents goals responded to science identity questions:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0212 0.021182 0.66268 0.00213  0.504
## Residuals       310    9.9088 0.031964         0.99787       
## Total           311    9.9299                  1.00000       
## 
## $call
## adonis(formula = si ~ demo$dependents)
## 
## $coefficients
##                        si1         si2        si3        si4          si5
## (Intercept)      3.3232619  3.59589967  2.9956706 3.13524224  3.200160348
## demo$dependents -0.1033559 -0.04086588 -0.1414729 0.03839194 -0.009575077
## 
## $coef.sites
##                           1            2           3            4           5
## (Intercept)     0.197832095 0.1709128579  0.17995051  0.346055031 0.203217628
## demo$dependents 0.004207184 0.0002188839 -0.01249486 -0.007660983 0.003405216
##                           6          7           8            9          10
## (Intercept)      0.14922919  0.1905309 0.202648917  0.148388903 0.180815561
## demo$dependents -0.00888091 -0.0105386 0.004234927 -0.004459338 0.003832853
##                           11           12          13          14           15
## (Intercept)      0.440594187  0.159895659 0.158325952 0.158325952  0.186753218
## demo$dependents -0.006442289 -0.008195165 0.001206507 0.001206507 -0.004253479
##                           16          17           18          19           20
## (Intercept)     0.1656903986 0.171074440  0.199374712 0.185776904  0.203624649
## demo$dependents 0.0003251688 0.002522359 -0.005852771 0.004520953 -0.009784807
##                           21           22           23           24
## (Intercept)      0.175764474  0.157069359  0.161303919  0.185966996
## demo$dependents -0.004543598 -0.005723573 -0.003971311 -0.002190853
##                           25          26          27          28         29
## (Intercept)      0.166337431 0.230614150 0.158325952  0.22698684  0.1509682
## demo$dependents -0.002791734 0.005577467 0.001206507 -0.01493341 -0.0101045
##                          30          31          32          33          34
## (Intercept)      0.25381224  0.23419948 0.158325952  0.39534674  0.20714037
## demo$dependents -0.01321441 -0.01246193 0.001206507 -0.01188671 -0.01000255
##                          35          36           37           38           39
## (Intercept)      0.14922919  0.19455511  0.166337431 0.1656903986  0.154780269
## demo$dependents -0.00888091 -0.01075775 -0.002791734 0.0003251688 -0.002006356
##                           40          41          42           43           44
## (Intercept)      0.159895659 0.198495805 0.198495805  0.146801332  0.148388903
## demo$dependents -0.008195165 0.002198414 0.002198414 -0.003115984 -0.004459338
##                          45           46           47           48          49
## (Intercept)      0.30003197  0.159895659  0.496775489  0.178681457  0.17471328
## demo$dependents -0.01511317 -0.008195165 -0.001677806 -0.003364005 -0.01134141
##                          50          51          52           53          54
## (Intercept)      0.15969734 0.230614150  0.21634720  0.224373101 0.215744288
## demo$dependents -0.01174706 0.005577467 -0.01294622 -0.005084867 0.006094221
##                           55           56          57           58          59
## (Intercept)     0.1640657062  0.203420054  0.16137327 0.1510665657 0.158325952
## demo$dependents 0.0002377888 -0.004114007 -0.01292955 0.0003049338 0.001206507
##                           60           61           62         63           64
## (Intercept)      0.387114131  0.148388903  0.152335040  0.1509682  0.203199245
## demo$dependents -0.009934787 -0.004459338 -0.001088655 -0.0101045 -0.007916136
##                          65          66          67          68           69
## (Intercept)      0.15969734  0.27428388 0.215744288  0.16882417  0.222725428
## demo$dependents -0.01174706 -0.01149528 0.006094221 -0.00961493 -0.004085764
##                          70           71           72          73          74
## (Intercept)      0.21376055  0.249265184  0.146801332  0.16805298  0.18558616
## demo$dependents -0.01547518 -0.009270051 -0.003115984 -0.01008328 -0.00804313
##                          75          76           77          78          79
## (Intercept)     0.230614150  0.16028158 0.1640657062 0.200660931  0.18646209
## demo$dependents 0.005577467 -0.00265709 0.0002377888 0.005798185 -0.01066555
##                           80           81           82          83           84
## (Intercept)      0.173099709  0.173099709  0.167980788  0.18646209  0.178681457
## demo$dependents -0.001026941 -0.001026941 -0.004942118 -0.01066555 -0.003364005
##                           85          86           87           88          89
## (Intercept)      0.198489802  0.14922919  0.190070707  0.496775489 0.200660931
## demo$dependents -0.007416325 -0.00888091 -0.001579658 -0.001677806 0.005798185
##                          90           91        92           93          94
## (Intercept)      0.30190639  0.153721539 0.1820347  0.171970263 0.164960227
## demo$dependents -0.01110044 -0.005193308 0.0017798 -0.000451038 0.001712289
##                          95          96          97           98           99
## (Intercept)     0.181002945  0.17492231 0.186784293  0.197032904  0.237003456
## demo$dependents 0.002433632 -0.00766865 0.003882457 -0.003678026 -0.006166871
##                         100         101          102          103          104
## (Intercept)     0.238716949  0.21515596  0.171829154  0.153721539  0.146801332
## demo$dependents 0.003749856 -0.01325002 -0.004280919 -0.005193308 -0.003115984
##                        105          106          107          108         109
## (Intercept)     0.20166480  0.387114131  0.191784785  0.243522325 0.191057754
## demo$dependents 0.00485879 -0.009934787 -0.001864063 -0.007178222 0.004352398
##                         110         111         112          113          114
## (Intercept)      0.17471328  0.15969734 0.188389403  0.152335040  0.189476180
## demo$dependents -0.01134141 -0.01174706 0.002072768 -0.001088655 -0.008259687
##                          115          116         117          118         119
## (Intercept)      0.496775489  0.334243898 0.200660931  0.209285239  0.17082326
## demo$dependents -0.001677806 -0.002613703 0.005798185 -0.001494846 -0.01112485
##                         120          121          122         123          124
## (Intercept)     0.358081028  0.148388903  0.152335040 0.230614150  0.306852700
## demo$dependents 0.001192049 -0.004459338 -0.001088655 0.005577467 -0.009148033
##                          125          126         127          128         129
## (Intercept)      0.171883754  0.169484785  0.30835282  0.496775489 0.230614150
## demo$dependents -0.003226305 -0.008230098 -0.01189524 -0.001677806 0.005577467
##                         130         131          132         133         134
## (Intercept)     0.171074440  0.30904628  0.203624649 0.218247489 0.181002945
## demo$dependents 0.002522359 -0.01503241 -0.009784807 0.003754038 0.002433632
##                          135         136         137         138           139
## (Intercept)      0.148388903 0.170304429 0.212087225  0.16823262  0.2120442204
## demo$dependents -0.004459338 0.001603272 0.004154549 -0.00675073 -0.0006509739
##                       140         141          142          143          144
## (Intercept)     0.1820347 0.157386359  0.146801332  0.178312285 0.1656903986
## demo$dependents 0.0017798 0.002619527 -0.003115984 -0.002364279 0.0003251688
##                         145          146          147        148        149
## (Intercept)      0.34410083  0.171745277  0.198489802  0.3476234 0.19748842
## demo$dependents -0.01188544 -0.005155917 -0.007416325 -0.0105634 0.00283691
##                          150         151        152          153          154
## (Intercept)      0.234073054  0.25577979 0.17383660  0.220749098  0.164996255
## demo$dependents -0.001490285 -0.01193076 0.00329052 -0.009226819 -0.004439461
##                        155          156         157         158          159
## (Intercept)     0.17383660  0.496775489 0.230614150 0.230614150 0.1830858768
## demo$dependents 0.00329052 -0.001677806 0.005577467 0.005577467 0.0007958429
##                          160          161         162         163         164
## (Intercept)      0.246094145  0.159895659 0.181002945 0.185776904 0.167845370
## demo$dependents -0.006655004 -0.008195165 0.002433632 0.004520953 0.003557532
##                        165           166          167          168         169
## (Intercept)      0.1509682  0.1706531985  0.191785843  0.157069359  0.27436167
## demo$dependents -0.0101045 -0.0005647126 -0.007037216 -0.005723573 -0.01581407
##                          170        171         172          173         174
## (Intercept)      0.159895659  0.1905309  0.14922919  0.246094145 0.175919528
## demo$dependents -0.008195165 -0.0105386 -0.00888091 -0.006655004 0.001652731
##                         175          176          177         178         179
## (Intercept)     0.191087886  0.183268237  0.154780269  0.21447308 0.191057754
## demo$dependents 0.002822149 -0.004313899 -0.002006356 -0.01052115 0.004352398
##                         180          181          182          183          184
## (Intercept)      0.33813608  0.171745277  0.148388903  0.146801332  0.157069359
## demo$dependents -0.01062622 -0.005155917 -0.004459338 -0.003115984 -0.005723573
##                         185          186          187          188         189
## (Intercept)      0.18558616  0.194775920  0.155104950  0.171657510  0.16805298
## demo$dependents -0.00804313 -0.006955621 -0.006478903 -0.004547464 -0.01008328
##                         190          191          192        193         194
## (Intercept)      0.15969734  0.496775489  0.184661909 0.20166480 0.186784293
## demo$dependents -0.01174706 -0.001677806 -0.002039161 0.00485879 0.003882457
##                          195         196         197          198          199
## (Intercept)      0.237686342  0.26565326 0.165047132  0.178827927  0.152335040
## demo$dependents -0.008895737 -0.01227072 0.000998361 -0.007556841 -0.001088655
##                         200          201         202          203          204
## (Intercept)     0.181002945  0.187553439  0.15969734  0.148388903  0.159895659
## demo$dependents 0.002433632 -0.005685668 -0.01174706 -0.004459338 -0.008195165
##                         205         206         207         208          209
## (Intercept)      0.16805298 0.230614150 0.193122237 0.157386359  0.190258438
## demo$dependents -0.01008328 0.005577467 0.001222494 0.002619527 -0.005615051
##                          210          211          212          213
## (Intercept)      0.183268237  0.161303919  0.179986502  0.395485459
## demo$dependents -0.004313899 -0.003971311 -0.004260967 -0.006818541
##                          214         215         216          217          218
## (Intercept)      0.496775489  0.21014222 0.178613589  0.356699703  0.496775489
## demo$dependents -0.001677806 -0.00679776 0.003453396 -0.008834329 -0.001677806
##                           219         220          221         222         223
## (Intercept)      0.1680839488 0.158325952 0.1510665657 0.230614150 0.186784293
## demo$dependents -0.0005690192 0.001206507 0.0003049338 0.005577467 0.003882457
##                         224          225          226          227          228
## (Intercept)     0.183346783  0.496775489  0.195405199  0.346055031  0.157603921
## demo$dependents 0.001561801 -0.001677806 -0.003988037 -0.007660983 -0.007421361
##                         229          230          231         232          233
## (Intercept)     0.158325952  0.153721539  0.385471480 0.180815561  0.243758065
## demo$dependents 0.001206507 -0.005193308 -0.006858565 0.003832853 -0.009355781
##                          234         235          236          237         238
## (Intercept)     0.1695767126 0.182949451  0.153721539  0.186753218  0.14922919
## demo$dependents 0.0004431501 0.002155068 -0.005193308 -0.004253479 -0.00888091
##                          239        240          241         242          243
## (Intercept)      0.272802989  0.3075462  0.153721539  0.26565326  0.387373653
## demo$dependents -0.009568021 -0.0122852 -0.005193308 -0.01227072 -0.007466743
##                         244          245          246        247          248
## (Intercept)     0.196461454 0.1988790321  0.191785843  0.3075462  0.243591012
## demo$dependents 0.003798069 0.0005060011 -0.007037216 -0.0122852 -0.009350779
##                           249          250          251          252
## (Intercept)      0.1753117325  0.179334709  0.234056525  0.152335040
## demo$dependents -0.0008341516 -0.001332376 -0.008887899 -0.001088655
##                          253         254         255          256         257
## (Intercept)      0.193619951 0.185776904  0.14922919  0.155104950  0.31766555
## demo$dependents -0.007642454 0.004520953 -0.00888091 -0.006478903 -0.01340772
##                          258         259          260          261         262
## (Intercept)      0.211109462  0.17057617  0.496775489  0.146801332  0.26634557
## demo$dependents -0.006610109 -0.00453427 -0.001677806 -0.003115984 -0.01525872
##                         263          264          265         266         267
## (Intercept)      0.26634557 0.1765073484  0.173644479 0.218247489  0.16882417
## demo$dependents -0.01525872 0.0007845164 -0.002347727 0.003754038 -0.00961493
##                          268         269          270          271         272
## (Intercept)      0.154780269  0.17471328  0.152335040  0.148388903  0.30190639
## demo$dependents -0.002006356 -0.01134141 -0.001088655 -0.004459338 -0.01110044
##                         273        274          275          276         277
## (Intercept)      0.16028158 0.19748842  0.203199245  0.270103165 0.171074440
## demo$dependents -0.00265709 0.00283691 -0.007916136 -0.005614216 0.002522359
##                          278          279           280        281         282
## (Intercept)      0.191784785  0.254856314  0.1535655370  0.1786189 0.168519308
## demo$dependents -0.001864063 -0.006714377 -0.0006375241 -0.0112296 0.001113072
##                         283         284          285          286          287
## (Intercept)      0.27424022 0.158325952  0.178312285  0.209902516  0.185542250
## demo$dependents -0.01217577 0.001206507 -0.002364279 -0.007549768 -0.008286075
##                         288         289          290         291          292
## (Intercept)     0.157386359  0.17492231  0.154780269 0.214905883  0.157069359
## demo$dependents 0.002619527 -0.00766865 -0.002006356 0.002494575 -0.005723573
##                         293          294          295         296        297
## (Intercept)     0.196461454  0.164996255 0.1695767126  0.23419948  0.1509682
## demo$dependents 0.003798069 -0.004439461 0.0004431501 -0.01246193 -0.0101045
##                          298          299         300         301         302
## (Intercept)      0.157257923  0.154780269 0.230614150 0.185776904  0.22717082
## demo$dependents -0.002284844 -0.002006356 0.005577467 0.004520953 -0.00124512
##                        303          304          305         306          307
## (Intercept)     0.17383660  0.351357678  0.221386221 0.158325952  0.174270540
## demo$dependents 0.00329052 -0.007142625 -0.006100569 0.001206507 -0.005543572
##                          308          309          310          311
## (Intercept)      0.167415140  0.273249506  0.199330007  0.322352570
## demo$dependents -0.008310439 -0.005286767 -0.009607079 -0.006405445
##                          312
## (Intercept)      0.496775489
## demo$dependents -0.001677806
## 
## $f.perms
##                  [,1]
##    [1,]  2.8091358652
##    [2,]  1.4789040324
##    [3,]  0.2039296963
##    [4,]  1.3703846632
##    [5,]  2.2077823258
##    [6,]  3.9278266636
##    [7,]  3.7425844247
##    [8,]  1.2649661001
##    [9,]  0.8656638171
##   [10,]  1.0749959505
##   [11,]  0.2475561798
##   [12,]  1.0647438136
##   [13,]  0.3480238586
##   [14,]  0.6176012012
##   [15,]  0.0200567988
##   [16,]  0.4742252883
##   [17,]  1.0386001046
##   [18,]  1.7803336976
##   [19,]  0.1340485068
##   [20,]  6.1815884297
##   [21,]  0.2569404311
##   [22,]  2.5239385854
##   [23,]  0.6812976840
##   [24,]  0.3722955811
##   [25,]  1.2250740299
##   [26,]  0.2777233545
##   [27,]  1.6113450479
##   [28,]  8.0620544069
##   [29,]  0.1218901062
##   [30,]  7.3977702170
##   [31,]  2.2360774810
##   [32,]  0.5468739541
##   [33,]  0.1578938130
##   [34,]  0.5188146042
##   [35,]  0.6026519382
##   [36,]  0.4268478042
##   [37,]  3.1957332491
##   [38,]  0.9188793518
##   [39,]  0.8705307514
##   [40,]  2.9634603653
##   [41,]  0.0274927168
##   [42,]  2.9967336096
##   [43,]  0.7439054184
##   [44,]  0.0385575679
##   [45,]  2.7521818588
##   [46,]  0.9752420792
##   [47,]  1.4601142020
##   [48,]  0.4601215510
##   [49,]  1.8424310724
##   [50,]  2.2236962365
##   [51,]  0.5090188565
##   [52,] -0.0303896675
##   [53,]  0.9794602332
##   [54,]  1.6696158232
##   [55,]  0.1688611649
##   [56,]  0.7590276581
##   [57,]  0.3240199667
##   [58,]  0.2637523447
##   [59,]  1.2026442827
##   [60,]  0.2620576777
##   [61,]  0.0625285881
##   [62,]  1.8235794677
##   [63,]  0.2373917348
##   [64,]  0.5010859669
##   [65,]  0.2543494571
##   [66,]  2.7001288222
##   [67,]  0.8933243519
##   [68,] -0.0705637304
##   [69,] -0.0726678895
##   [70,]  0.1275074312
##   [71,]  0.7334791855
##   [72,]  0.8951666797
##   [73,]  0.1535750003
##   [74,]  0.6344038627
##   [75,]  1.1556234461
##   [76,]  2.9143175411
##   [77,]  4.0012873268
##   [78,]  0.3599843436
##   [79,]  0.3629742970
##   [80,]  0.4157807364
##   [81,]  1.0436704789
##   [82,]  0.2178871935
##   [83,]  0.3294609861
##   [84,]  0.1456023513
##   [85,]  1.0289752506
##   [86,]  0.3552944290
##   [87,]  1.9712399291
##   [88,]  0.1998606499
##   [89,]  0.0283558554
##   [90,]  0.0656078191
##   [91,]  0.1771386914
##   [92,]  0.5362230635
##   [93,]  0.8376764591
##   [94,]  0.0332143247
##   [95,]  2.5623749321
##   [96,]  0.4491836743
##   [97,]  0.5181862272
##   [98,]  0.1842151278
##   [99,]  4.9240342503
##  [100,]  0.5847434311
##  [101,]  0.2735369020
##  [102,]  9.5982678356
##  [103,]  0.8227407756
##  [104,]  0.3420503643
##  [105,]  0.3374497509
##  [106,]  0.7833573660
##  [107,]  2.7466438753
##  [108,]  1.2260565414
##  [109,]  0.2125858078
##  [110,]  0.4424475630
##  [111,]  2.0466934556
##  [112,]  1.3424664477
##  [113,]  0.4887349632
##  [114,]  0.1876447334
##  [115,]  1.7535838095
##  [116,]  1.2918110070
##  [117,]  0.9240163856
##  [118,]  0.2109772808
##  [119,]  0.3939502028
##  [120,]  0.8743865558
##  [121,]  0.3857407811
##  [122,]  0.7203804552
##  [123,]  1.4913149737
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##  [657,]  0.4564046384
##  [658,]  0.8038419389
##  [659,]  0.7354884413
##  [660,]  0.0704397261
##  [661,]  0.4244575041
##  [662,]  2.5771825146
##  [663,]  2.0723001983
##  [664,]  1.8016397011
##  [665,] 23.5207580317
##  [666,]  2.4260077017
##  [667,]  0.4959651991
##  [668,]  0.3812714968
##  [669,]  0.6645842395
##  [670,]  1.3052086932
##  [671,]  0.2736182915
##  [672,]  0.1179574650
##  [673,]  0.4115123805
##  [674,]  0.1895328128
##  [675,]  0.6204272380
##  [676,]  2.5916278854
##  [677,]  0.0957829357
##  [678,]  1.6581956662
##  [679,]  1.1756883393
##  [680,]  1.1656524533
##  [681,]  1.4872587954
##  [682,]  2.3341406030
##  [683,]  0.1263796276
##  [684,]  0.4818421028
##  [685,]  2.5906055554
##  [686,]  0.3471171284
##  [687,]  1.1828951145
##  [688,]  0.3373632050
##  [689,]  0.3665647948
##  [690,]  0.6082660944
##  [691,]  0.5490614840
##  [692,]  0.4558974770
##  [693,]  0.6304474470
##  [694,]  1.1867993649
##  [695,]  0.2731893344
##  [696,]  1.7563103681
##  [697,]  0.4094135574
##  [698,]  0.4656350498
##  [699,]  0.3973765470
##  [700,]  1.0697955333
##  [701,]  0.7021424799
##  [702,]  1.0414894235
##  [703,]  1.6509886531
##  [704,]  0.8021640763
##  [705,]  3.9986951920
##  [706,]  0.2235202407
##  [707,]  2.2963916871
##  [708,]  0.8348089792
##  [709,]  0.0985027162
##  [710,]  0.0652316709
##  [711,]  1.1082166995
##  [712,]  0.5670148635
##  [713,]  0.3572052281
##  [714,]  1.7944353763
##  [715,]  0.4041000380
##  [716,]  1.2345573739
##  [717,]  1.9776062545
##  [718,]  3.6357831411
##  [719,]  0.4166212425
##  [720,]  0.8168827541
##  [721,]  0.2707102266
##  [722,]  5.7857608198
##  [723,] -0.0311865077
##  [724,]  0.3348999056
##  [725,]  0.3109905241
##  [726,]  0.5187448875
##  [727,]  0.3941405795
##  [728,]  3.0048988240
##  [729,]  2.3241063292
##  [730,]  1.4039838821
##  [731,]  0.3834644071
##  [732,]  2.0798560285
##  [733,]  0.5687810501
##  [734,]  0.2007008236
##  [735,]  0.7713769759
##  [736,] -0.0826725224
##  [737,]  1.3142449256
##  [738,]  4.4326284625
##  [739,]  2.0403236314
##  [740,] -0.0874237024
##  [741,]  0.4400369694
##  [742,]  0.6090434154
##  [743,]  0.5759620443
##  [744,] -0.0023641914
##  [745,]  1.3917901857
##  [746,]  1.8121551304
##  [747,]  0.8578833722
##  [748,]  1.6277310724
##  [749,]  0.2289564282
##  [750,]  0.6220724295
##  [751,]  0.4801868482
##  [752,]  0.2317638351
##  [753,]  0.1305024251
##  [754,]  1.0799678815
##  [755,]  0.4090944040
##  [756,]  0.1652828708
##  [757,]  1.4206755766
##  [758,]  0.6286295393
##  [759,]  2.9827757917
##  [760,] -0.0317422498
##  [761,]  0.2709978438
##  [762,]  1.1672304901
##  [763,]  1.8099429693
##  [764,]  0.2100740666
##  [765,]  0.6690250025
##  [766,] -0.1422108870
##  [767,]  0.6237136511
##  [768,]  0.0009523715
##  [769,]  0.6144063152
##  [770,]  0.0318708965
##  [771,]  0.7196125403
##  [772,]  5.4645706867
##  [773,]  0.9031700739
##  [774,]  0.7982913891
##  [775,]  0.4693968850
##  [776,]  0.1555032694
##  [777,]  0.5950442970
##  [778,]  0.5960520648
##  [779,]  0.4440630176
##  [780,]  0.1709718359
##  [781,] -0.0703545578
##  [782,]  0.1338420837
##  [783,]  2.0959060327
##  [784,]  1.6450935617
##  [785,]  0.5937709871
##  [786,]  3.0692295766
##  [787,]  0.1850952704
##  [788,]  0.0653668458
##  [789,] -0.1289975287
##  [790,]  0.2943233347
##  [791,]  2.2094141862
##  [792,]  0.5859182527
##  [793,]  1.2149727507
##  [794,]  0.7235575065
##  [795,]  0.8260262830
##  [796,]  0.9087499821
##  [797,]  1.7023888883
##  [798,]  0.8496688179
##  [799,]  0.3902061999
##  [800,]  0.6807584906
##  [801,]  0.4905315493
##  [802,]  1.6931135836
##  [803,]  0.7231314240
##  [804,]  0.2670516967
##  [805,]  0.9781216107
##  [806,]  0.7865325603
##  [807,]  0.6202375478
##  [808,]  0.4051876630
##  [809,]  3.9299959069
##  [810,]  1.2922634417
##  [811,]  1.8486213454
##  [812,]  1.5890887583
##  [813,]  1.1409877567
##  [814,]  0.5882025701
##  [815,]  0.4479031093
##  [816,]  0.2222851159
##  [817,]  0.8006642848
##  [818,]  2.3344705334
##  [819,] -0.0403138046
##  [820,]  1.0843789569
##  [821,]  0.3457434341
##  [822,]  0.6038559639
##  [823,]  0.4533439799
##  [824,]  1.4035140493
##  [825,]  1.3960849083
##  [826,]  0.7884088722
##  [827,]  1.0994589776
##  [828,]  0.0509357090
##  [829,]  0.8014787399
##  [830,]  0.4257285747
##  [831,] -0.0043177444
##  [832,]  0.4402178073
##  [833,]  1.9903424051
##  [834,]  4.6982037876
##  [835,]  1.6424623027
##  [836,]  0.0342154144
##  [837,]  0.3171716178
##  [838,]  0.8815445729
##  [839,]  0.3398734896
##  [840,]  3.3108249374
##  [841,]  0.5902437375
##  [842,]  2.6216354446
##  [843,]  0.1567168641
##  [844,] -0.0662354780
##  [845,]  0.3199846853
##  [846,] -0.1307544736
##  [847,]  2.8290119854
##  [848,]  0.4298415171
##  [849,]  0.1460233007
##  [850,]  0.6169997407
##  [851,] -0.3187712992
##  [852,]  0.2966367416
##  [853,]  2.8865803738
##  [854,]  1.1567614365
##  [855,]  0.5436231155
##  [856,]  0.4635196226
##  [857,] -0.1392690400
##  [858,]  1.3072727224
##  [859,]  0.0869432190
##  [860,] -0.0014526701
##  [861,]  3.8031017293
##  [862,]  0.4871143584
##  [863,]  0.4124426220
##  [864,] -0.0906042589
##  [865,]  0.2866257502
##  [866,]  2.2252398209
##  [867,]  0.3447559584
##  [868,]  0.3849331305
##  [869,]  0.1699501772
##  [870,]  0.8652633044
##  [871,]  2.4573796169
##  [872,]  0.2834543561
##  [873,]  1.0482553806
##  [874,]  0.8012989826
##  [875,]  0.7820575296
##  [876,]  1.8341310190
##  [877,]  0.9580245302
##  [878,]  1.0865061858
##  [879,]  0.5170665857
##  [880,]  0.3157981383
##  [881,] -0.1755910591
##  [882,]  0.3191187100
##  [883,]  3.2825021839
##  [884,]  0.2465383858
##  [885,]  0.0326796026
##  [886,]  0.3034152458
##  [887,]  0.0684601621
##  [888,]  1.3535582994
##  [889,]  0.4622696148
##  [890,]  1.0860547121
##  [891,]  0.3803393949
##  [892,]  1.0488450444
##  [893,]  1.0742742377
##  [894,]  0.5220382626
##  [895,]  1.1788696286
##  [896,]  0.3586003628
##  [897,]  0.6209434347
##  [898,]  0.3373954102
##  [899,]  1.1422089693
##  [900,]  2.0722531722
##  [901,]  2.7661595500
##  [902,]  0.1031821451
##  [903,]  0.3730937525
##  [904,]  3.7928714183
##  [905,]  0.5765333302
##  [906,]  1.8945517420
##  [907,]  0.5495082435
##  [908,]  0.8421371779
##  [909,]  0.7871494068
##  [910,]  0.7136464554
##  [911,]  3.6029308271
##  [912,]  0.4404501604
##  [913,]  0.0714072049
##  [914,]  1.1268947833
##  [915,]  0.3899920860
##  [916,]  8.0539163704
##  [917,]  3.8126158761
##  [918,]  1.2390357465
##  [919,]  0.2052452266
##  [920,]  0.1349021089
##  [921,]  0.8674532326
##  [922,]  0.7886700616
##  [923,]  4.2381533742
##  [924,]  0.4027088722
##  [925,]  1.4497472677
##  [926,]  1.1525245829
##  [927,]  0.0361573304
##  [928,]  0.9980795176
##  [929,]  0.0894991029
##  [930,]  4.1541385950
##  [931,]  0.9952253408
##  [932,]  0.0103466253
##  [933,]  1.9555032120
##  [934,]  0.9208344250
##  [935,]  0.8029283607
##  [936,]  0.4236967877
##  [937,]  0.3864447417
##  [938,]  0.2073194803
##  [939,]  2.5133541405
##  [940,]  0.1945288568
##  [941,]  0.6998271405
##  [942,]  0.1831900866
##  [943,]  0.3118503809
##  [944,]  1.7857956344
##  [945,]  0.1305387648
##  [946,] -0.0341446975
##  [947,]  0.2976657699
##  [948,]  1.0526550467
##  [949,]  2.0693589379
##  [950,]  0.3617380574
##  [951,]  0.3728509939
##  [952,]  0.6637000120
##  [953,]  0.3533096341
##  [954,]  0.2955386331
##  [955,]  1.0445593213
##  [956,]  2.2430538896
##  [957,]  0.4980526861
##  [958,]  1.2825430355
##  [959,]  2.2099640318
##  [960,]  0.1709248086
##  [961,]  0.2065178768
##  [962,]  0.1796583352
##  [963,]  0.5447658926
##  [964,]  4.8220112416
##  [965,]  0.8743873577
##  [966,]  0.0038045385
##  [967,]  2.9771552683
##  [968,]  2.2514814546
##  [969,]  0.1566443905
##  [970,]  2.8839802231
##  [971,]  0.3063929788
##  [972,]  0.0737120793
##  [973,]  2.0296878425
##  [974,]  0.6916924879
##  [975,]  0.3102270127
##  [976,]  0.6196679388
##  [977,]  1.8104297266
##  [978,]  0.3131107744
##  [979,]  0.4729144278
##  [980,]  1.1278238054
##  [981,]  0.0831094164
##  [982,] -0.0107843396
##  [983,]  0.9467211517
##  [984,]  1.5814272633
##  [985,]  0.9310107865
##  [986,]  0.1123672984
##  [987,]  0.6892902645
##  [988,]  1.0095758439
##  [989,]  2.3897337311
##  [990,]  0.5474437602
##  [991,] -0.1136063954
##  [992,]  0.2650256293
##  [993,]  0.4819296721
##  [994,]  2.8173909252
##  [995,]  1.3908444191
##  [996,]  1.5099364230
##  [997,]  1.6104045548
##  [998,]  1.5023462740
##  [999,]  3.0082490054
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## si ~ demo$dependents
## attr(,"variables")
## list(si, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## si                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.


Career Motivation

Next, let’s look into Carer Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0309 0.030903 0.60624 0.00195  0.502
## Residuals       310   15.8020 0.050974         0.99805       
## Total           311   15.8329                  1.00000       
## 
## $call
## adonis(formula = cm ~ demo$dependents)
## 
## $coefficients
##                         cm1         cm2         cm3         cm4         cm5
## (Intercept)      3.87795212  4.01871492  3.98948574  3.98934830  3.92307869
## demo$dependents -0.08342687 -0.06040545 -0.05786279 -0.07822701 -0.06384148
## 
## $coef.sites
##                          1          2           3         4          5
## (Intercept)     0.14772165 0.18284140  0.54252320 0.1561518 0.14772165
## demo$dependents 0.01323008 0.01171833 -0.01502126 0.0116199 0.01323008
##                          6          7          8          9          10
## (Intercept)     0.14932478 0.15123278 0.14772165 0.14678158  0.54252320
## demo$dependents 0.01124248 0.01144075 0.01323008 0.01154687 -0.01502126
##                         11         12         13         14         15
## (Intercept)     0.18334852 0.14772165 0.14772165 0.15812570 0.14772165
## demo$dependents 0.01188842 0.01323008 0.01323008 0.01115342 0.01323008
##                         16         17         18         19         20
## (Intercept)     0.15812570 0.14772165 0.15128452 0.14772165 0.15812570
## demo$dependents 0.01115342 0.01323008 0.01080578 0.01323008 0.01115342
##                         21         22          23         24         25
## (Intercept)     0.14678158 0.14772165 0.397054976 0.15559058 0.14772165
## demo$dependents 0.01154687 0.01323008 0.001014687 0.01085733 0.01323008
##                          26         27         28         29          30
## (Intercept)      0.54252320 0.14678158 0.15812570 0.14772165 0.309626092
## demo$dependents -0.01502126 0.01154687 0.01115342 0.01323008 0.005622252
##                          31           32          33         34         35
## (Intercept)      0.50151345  0.500695304  0.54252320 0.14772165 0.17090631
## demo$dependents -0.01406297 -0.009266242 -0.01502126 0.01323008 0.01168674
##                         36         37          38            39         40
## (Intercept)     0.15663987 0.18341237  0.54252320  0.3915532421 0.14772165
## demo$dependents 0.01332283 0.01120432 -0.01502126 -0.0008543727 0.01323008
##                          41         42         43          44        45
## (Intercept)      0.54252320 0.14772165 0.14772165 0.305590526 0.1487371
## demo$dependents -0.01502126 0.01323008 0.01323008 0.006487365 0.0111346
##                        46        47          48         49          50
## (Intercept)     0.2356134 0.2282226  0.54252320 0.15234958 0.395649094
## demo$dependents 0.0101709 0.0103906 -0.01502126 0.01259119 0.002031081
##                          51          52         53          54         55
## (Intercept)      0.54252320 0.241136560 0.18668772  0.54252320 0.15128452
## demo$dependents -0.01502126 0.009151957 0.01107925 -0.01502126 0.01080578
##                         56        57         58         59           60
## (Intercept)     0.17090631 0.1686552 0.14772165 0.14772165  0.440688195
## demo$dependents 0.01168674 0.0105341 0.01323008 0.01323008 -0.004352536
##                         61        62         63         64         65
## (Intercept)     0.14772165 0.1729544 0.15183462 0.18747304 0.16446274
## demo$dependents 0.01323008 0.0110319 0.01155067 0.01013731 0.01314236
##                         66         67         68         69         70
## (Intercept)     0.16703695 0.14772165 0.15183462 0.16882436 0.14678158
## demo$dependents 0.01073378 0.01323008 0.01155067 0.01115031 0.01154687
##                         71          72         73         74         75
## (Intercept)     0.14772165 0.258129955 0.15812570 0.14772165 0.14772165
## demo$dependents 0.01323008 0.008970328 0.01115342 0.01323008 0.01323008
##                        76         77          78         79         80
## (Intercept)     0.1487371 0.14772165  0.54252320 0.15812570 0.14772165
## demo$dependents 0.0111346 0.01323008 -0.01502126 0.01115342 0.01323008
##                         81         82          83        84         85
## (Intercept)     0.14772165 0.20493752 0.305610582 0.1492765 0.15812570
## demo$dependents 0.01323008 0.01029851 0.006480953 0.0118626 0.01115342
##                         86         87          88         89         90
## (Intercept)     0.14678158 0.16807646 0.280912646 0.14772165 0.17167246
## demo$dependents 0.01154687 0.01204728 0.007915654 0.01323008 0.01076783
##                         91         92            93         94         95
## (Intercept)     0.14772165 0.14678158  0.4256602847 0.14772165 0.14678158
## demo$dependents 0.01323008 0.01154687 -0.0006251433 0.01323008 0.01154687
##                         96         97          98          99        100
## (Intercept)     0.15663987 0.15031536  0.54252320 0.203527965 0.14772165
## demo$dependents 0.01332283 0.01297407 -0.01502126 0.009956298 0.01323008
##                        101        102        103        104        105
## (Intercept)     0.14772165 0.14772165 0.16799444 0.15378602 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01180959 0.01110246 0.01323008
##                           106        107        108         109        110
## (Intercept)      0.3909646699 0.14772165 0.15183462  0.54252320 0.15553511
## demo$dependents -0.0006661897 0.01323008 0.01155067 -0.01502126 0.01150787
##                        111         112        113        114        115
## (Intercept)     0.14772165  0.54252320 0.14772165 0.14772165 0.16807646
## demo$dependents 0.01323008 -0.01502126 0.01323008 0.01323008 0.01204728
##                        116        117        118         119        120
## (Intercept)     0.14772165 0.14772165 0.18746641  0.54252320 0.14678158
## demo$dependents 0.01323008 0.01323008 0.01211402 -0.01502126 0.01154687
##                        121        122        123        124        125
## (Intercept)     0.14772165 0.14772165 0.14772165 0.20137070 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01064603 0.01323008
##                        126         127        128        129        130
## (Intercept)     0.14772165 0.222162017 0.15812570 0.14772165 0.14772165
## demo$dependents 0.01323008 0.009577497 0.01115342 0.01323008 0.01323008
##                        131        132        133        134        135
## (Intercept)     0.17167246 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01076783 0.01323008 0.01323008 0.01323008 0.01323008
##                        136        137         138       139        140
## (Intercept)     0.17090631 0.14772165  0.50151345 0.1487371 0.14772165
## demo$dependents 0.01168674 0.01323008 -0.01406297 0.0111346 0.01323008
##                       141        142        143        144        145
## (Intercept)     0.1561518 0.14678158 0.14772165 0.15812570 0.15183462
## demo$dependents 0.0116199 0.01154687 0.01323008 0.01115342 0.01155067
##                        146        147        148         149        150
## (Intercept)     0.17090631 0.14772165 0.15812570  0.54252320 0.15354700
## demo$dependents 0.01168674 0.01323008 0.01115342 -0.01502126 0.01194554
##                        151        152        153       154        155
## (Intercept)     0.14772165 0.14772165 0.15559058 0.1561518 0.15234958
## demo$dependents 0.01323008 0.01323008 0.01085733 0.0116199 0.01259119
##                        156        157        158        159        160
## (Intercept)     0.14772165 0.14772165 0.15812570 0.14678158 0.16807646
## demo$dependents 0.01323008 0.01323008 0.01115342 0.01154687 0.01204728
##                        161         162        163        164        165
## (Intercept)     0.15234958  0.54252320 0.14772165 0.14772165 0.15031536
## demo$dependents 0.01259119 -0.01502126 0.01323008 0.01323008 0.01297407
##                        166        167        168        169         170
## (Intercept)     0.14772165 0.14772165 0.15812570 0.14772165 0.305590526
## demo$dependents 0.01323008 0.01323008 0.01115342 0.01323008 0.006487365
##                         171        172        173        174        175
## (Intercept)      0.54252320 0.15553511 0.17333748 0.15031536 0.14974125
## demo$dependents -0.01502126 0.01150787 0.01056057 0.01297407 0.01286816
##                        176          177        178       179        180
## (Intercept)     0.15288895  0.461787022 0.15027029 0.1729544 0.16882436
## demo$dependents 0.01331919 -0.008714939 0.01358003 0.0110319 0.01115031
##                        181         182         183        184        185
## (Intercept)     0.14772165 0.288284294  0.54252320 0.14772165 0.16439382
## demo$dependents 0.01323008 0.006044641 -0.01502126 0.01323008 0.01251101
##                        186          187         188        189        190
## (Intercept)     0.15812570  0.463378183 0.244567153 0.14772165 0.14772165
## demo$dependents 0.01115342 -0.005037388 0.008897343 0.01323008 0.01323008
##                         191        192        193        194         195
## (Intercept)     0.306002785 0.14678158 0.15553511 0.14772165  0.54252320
## demo$dependents 0.006355554 0.01154687 0.01150787 0.01323008 -0.01502126
##                        196        197        198       199        200       201
## (Intercept)     0.15812570 0.16161561 0.14772165 0.1487371 0.14974125 0.2356134
## demo$dependents 0.01115342 0.01341992 0.01323008 0.0111346 0.01286816 0.0101709
##                        202        203          204        205         206
## (Intercept)     0.14678158 0.14772165  0.395386516 0.16945673  0.54252320
## demo$dependents 0.01154687 0.01323008 -0.002079977 0.01126453 -0.01502126
##                        207        208        209        210         211
## (Intercept)     0.14974125 0.14974125 0.15234958 0.15812570  0.54252320
## demo$dependents 0.01286816 0.01286816 0.01259119 0.01115342 -0.01502126
##                        212        213        214        215         216
## (Intercept)     0.14678158 0.14772165 0.14772165 0.14772165  0.54252320
## demo$dependents 0.01154687 0.01323008 0.01323008 0.01323008 -0.01502126
##                        217        218        219        220        221
## (Intercept)     0.14772165 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01323008 0.01323008
##                        222        223        224        225        226
## (Intercept)     0.14772165 0.14772165 0.15031536 0.18668772 0.15724171
## demo$dependents 0.01323008 0.01323008 0.01297407 0.01107925 0.01343275
##                        227        228         229         230        231
## (Intercept)     0.20331587 0.14678158  0.54252320  0.54252320 0.15123278
## demo$dependents 0.01039183 0.01154687 -0.01502126 -0.01502126 0.01144075
##                        232        233       234         235           236
## (Intercept)     0.14772165 0.14678158 0.1487371  0.54252320  0.3909646699
## demo$dependents 0.01323008 0.01154687 0.0111346 -0.01502126 -0.0006661897
##                        237        238        239        240        241
## (Intercept)     0.14772165 0.17167246 0.14772165 0.15234958 0.15812570
## demo$dependents 0.01323008 0.01076783 0.01323008 0.01259119 0.01115342
##                        242         243        244        245        246
## (Intercept)     0.14772165 0.190933477 0.14772165 0.15031536 0.14772165
## demo$dependents 0.01323008 0.009801234 0.01323008 0.01297407 0.01323008
##                        247        248        249        250        251
## (Intercept)     0.15812570 0.30940180 0.14772165 0.14772165 0.15123278
## demo$dependents 0.01115342 0.00476489 0.01323008 0.01323008 0.01144075
##                        252        253        254        255        256
## (Intercept)     0.14772165 0.14932478 0.14772165 0.15812570 0.20331587
## demo$dependents 0.01323008 0.01124248 0.01323008 0.01115342 0.01039183
##                        257        258       259        260        261
## (Intercept)     0.16203201 0.18457155 0.1492765 0.22002411 0.14772165
## demo$dependents 0.01154399 0.01114736 0.0118626 0.01165541 0.01323008
##                         262        263         264         265        266
## (Intercept)     0.358421748 0.28133924  0.54252320  0.54252320 0.14772165
## demo$dependents 0.002652626 0.00777926 -0.01502126 -0.01502126 0.01323008
##                        267        268        269        270        271
## (Intercept)     0.15031536 0.14772165 0.14772165 0.15031536 0.15354700
## demo$dependents 0.01297407 0.01323008 0.01323008 0.01297407 0.01194554
##                         272        273         274        275        276
## (Intercept)     0.223383393 0.14678158 0.340171920 0.15354700 0.16530208
## demo$dependents 0.009475399 0.01154687 0.001598472 0.01194554 0.01172839
##                        277        278         279         280        281
## (Intercept)     0.14772165 0.14772165 0.309814059  0.50151345 0.14772165
## demo$dependents 0.01323008 0.01323008 0.004633079 -0.01406297 0.01323008
##                         282        283        284        285        286
## (Intercept)      0.54252320 0.14772165 0.16703695 0.15354700 0.18675872
## demo$dependents -0.01502126 0.01323008 0.01073378 0.01194554 0.01079808
##                        287        288       289       290         291
## (Intercept)     0.14772165 0.14678158 0.1487371 0.1487371  0.54252320
## demo$dependents 0.01323008 0.01154687 0.0111346 0.0111346 -0.01502126
##                        292        293        294        295        296
## (Intercept)     0.14772165 0.14772165 0.14772165 0.14772165 0.14772165
## demo$dependents 0.01323008 0.01323008 0.01323008 0.01323008 0.01323008
##                        297         298         299        300         301
## (Intercept)     0.15812570  0.54252320 0.239252973 0.14772165  0.54252320
## demo$dependents 0.01115342 -0.01502126 0.009395954 0.01323008 -0.01502126
##                        302        303        304        305          306
## (Intercept)     0.16446274 0.14772165 0.15100194 0.14932478  0.502288725
## demo$dependents 0.01314236 0.01323008 0.01162734 0.01124248 -0.009775703
##                        307        308        309         310        311
## (Intercept)     0.15128452 0.15288895 0.17934980  0.54252320 0.15812570
## demo$dependents 0.01080578 0.01331919 0.01264451 -0.01502126 0.01115342
##                        312
## (Intercept)     0.14772165
## demo$dependents 0.01323008
## 
## $f.perms
##                  [,1]
##    [1,]  0.1562550361
##    [2,]  0.0983393343
##    [3,]  0.0854504912
##    [4,]  0.1739548647
##    [5,]  1.7246417043
##    [6,]  0.2927451709
##    [7,]  1.3840204345
##    [8,]  6.2873144016
##    [9,]  0.4662092736
##   [10,]  0.1060195337
##   [11,]  0.4117990896
##   [12,]  0.1435728920
##   [13,]  1.0099683122
##   [14,]  0.6706550893
##   [15,]  2.8835226370
##   [16,]  1.2782437807
##   [17,]  0.0411906798
##   [18,]  0.3821657795
##   [19,]  1.3456310282
##   [20,]  0.6619781894
##   [21,]  5.5734671800
##   [22,]  3.0028467074
##   [23,]  1.6044696644
##   [24,]  0.3722962742
##   [25,]  0.0773156517
##   [26,]  0.9245478967
##   [27,]  0.2228329636
##   [28,] -0.0109253346
##   [29,]  1.0295920699
##   [30,]  0.3568213080
##   [31,]  1.5410445447
##   [32,]  3.0412671343
##   [33,]  0.8281546484
##   [34,]  0.2449954660
##   [35,]  1.9054246855
##   [36,]  0.0597570230
##   [37,]  0.0991349060
##   [38,]  0.7944490187
##   [39,]  0.2234383181
##   [40,]  0.3435772727
##   [41,]  0.2227967634
##   [42,]  0.7332022711
##   [43,]  1.9806551455
##   [44,] -0.0050652524
##   [45,]  0.7674846248
##   [46,]  1.0545741263
##   [47,]  2.7162578617
##   [48,]  3.1746715797
##   [49,]  0.0987527661
##   [50,]  0.1401598975
##   [51,]  0.4295471729
##   [52,]  1.3425994005
##   [53,]  0.1771841562
##   [54,]  0.2407232692
##   [55,]  0.2199496675
##   [56,]  0.1278120171
##   [57,]  0.4813449367
##   [58,]  2.6725299512
##   [59,]  1.3874076229
##   [60,]  0.1176642434
##   [61,]  0.0010848922
##   [62,]  1.1674169913
##   [63,]  0.0367244845
##   [64,]  0.6060935343
##   [65,] -0.0162054725
##   [66,]  1.1716956191
##   [67,]  0.5793571754
##   [68,]  1.0610921051
##   [69,]  0.1163487767
##   [70,]  4.9529620502
##   [71,]  0.5989238413
##   [72,]  0.5490859560
##   [73,]  0.5007282975
##   [74,]  0.1132154107
##   [75,]  2.2156561545
##   [76,]  1.6867486629
##   [77,]  0.6202560337
##   [78,]  0.5050793089
##   [79,]  0.9816530565
##   [80,]  1.1901442976
##   [81,]  0.5449548787
##   [82,]  0.1785745439
##   [83,]  0.0789808395
##   [84,]  0.2436757406
##   [85,]  0.4498463101
##   [86,]  0.1824574850
##   [87,]  1.1430363957
##   [88,]  1.6747240194
##   [89,]  0.9885227481
##   [90,]  1.8902092485
##   [91,]  0.0310093723
##   [92,]  2.1374363027
##   [93,]  0.2860647455
##   [94,]  0.8738073973
##   [95,]  0.3078606469
##   [96,]  2.8470854092
##   [97,]  0.1626529395
##   [98,]  0.3183208243
##   [99,]  2.5596410446
##  [100,]  0.1986791818
##  [101,]  4.2115496177
##  [102,]  0.3759133799
##  [103,]  0.7324274757
##  [104,]  1.0735114426
##  [105,]  2.1946238826
##  [106,]  0.4637638993
##  [107,]  0.5047907907
##  [108,]  0.9705487814
##  [109,]  0.3405712705
##  [110,]  1.7954527694
##  [111,]  2.6635714138
##  [112,]  1.4590350332
##  [113,]  1.3138758040
##  [114,]  0.2153756575
##  [115,]  0.1548797997
##  [116,]  0.5880921931
##  [117,]  0.0273476911
##  [118,]  0.1860392835
##  [119,]  1.6668607258
##  [120,]  1.0293869559
##  [121,]  0.2953297984
##  [122,]  1.1985133709
##  [123,]  2.9580022232
##  [124,]  0.6794762459
##  [125,]  0.0399333571
##  [126,]  0.0668164994
##  [127,]  0.0485329557
##  [128,]  0.1895530994
##  [129,]  2.3651931831
##  [130,]  2.3382937030
##  [131,]  1.2129866735
##  [132,]  0.3931882894
##  [133,]  0.1588712193
##  [134,]  1.0484979678
##  [135,] -0.0059577687
##  [136,]  0.5656835658
##  [137,]  0.3177465866
##  [138,]  0.9120726491
##  [139,]  1.9752885978
##  [140,]  0.4985266999
##  [141,]  0.2541813949
##  [142,]  0.7173325064
##  [143,]  0.7885543589
##  [144,]  2.0286549179
##  [145,]  0.4639152704
##  [146,]  0.1681478791
##  [147,]  0.2677859022
##  [148,]  1.6036366871
##  [149,]  0.4446094825
##  [150,]  0.3007972490
##  [151,]  0.2067986011
##  [152,]  2.3677732308
##  [153,] -0.0074475501
##  [154,]  0.4155133311
##  [155,]  1.4040826266
##  [156,]  8.9689324664
##  [157,]  2.4261368828
##  [158,]  1.1585974249
##  [159,]  0.1630308539
##  [160,]  0.1563268694
##  [161,]  0.9760632694
##  [162,]  0.6730123415
##  [163,]  0.7235881513
##  [164,]  0.0898816559
##  [165,]  0.6710970679
##  [166,]  0.8042621427
##  [167,]  0.0324005575
##  [168,]  2.6185640589
##  [169,]  0.3127402628
##  [170,]  0.4582127976
##  [171,]  0.0921281509
##  [172,]  1.0209783844
##  [173,]  0.1519530327
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##  [708,]  0.1598460678
##  [709,]  1.7873072707
##  [710,]  0.1003325793
##  [711,]  0.1946056983
##  [712,]  0.1112189626
##  [713,]  0.1162505901
##  [714,]  0.2509636835
##  [715,]  0.2055812657
##  [716,]  0.9263882196
##  [717,]  2.0128486851
##  [718,]  0.6332979759
##  [719,]  0.1877118040
##  [720,]  0.0711434489
##  [721,]  0.4892049852
##  [722,]  0.1307837828
##  [723,]  2.2706667020
##  [724,]  2.2360294529
##  [725,]  0.4802992828
##  [726,]  0.1738065872
##  [727,]  1.2413195689
##  [728,]  2.4809077286
##  [729,]  0.2871349478
##  [730,]  0.4147300405
##  [731,]  0.9275273919
##  [732,]  0.8949708602
##  [733,]  5.4239730685
##  [734,]  0.1137185332
##  [735,]  0.4661924608
##  [736,]  0.0140839905
##  [737,]  4.7683583417
##  [738,]  0.3836312906
##  [739,]  0.9712341456
##  [740,]  0.8593792011
##  [741,]  0.2162029250
##  [742,]  2.1599569335
##  [743,]  0.8630256387
##  [744,]  0.1542470148
##  [745,]  1.3095809836
##  [746,]  0.5912789220
##  [747,]  0.4440699553
##  [748,]  1.1267311924
##  [749,]  1.5877820666
##  [750,]  0.0899365015
##  [751,]  0.8665975998
##  [752,]  0.6127453441
##  [753,]  1.3248330497
##  [754,]  2.3480438016
##  [755,]  0.1970997172
##  [756,]  0.3271631291
##  [757,]  1.0088197587
##  [758,]  0.4851567092
##  [759,]  1.8278786974
##  [760,]  1.1121172456
##  [761,]  0.2668011855
##  [762,]  0.5264178794
##  [763,]  1.7008055359
##  [764,]  0.0270690449
##  [765,]  0.3730706678
##  [766,]  1.2402720918
##  [767,]  0.1075559879
##  [768,]  0.1064890176
##  [769,]  0.0359755664
##  [770,]  0.4405407245
##  [771,]  2.9421583168
##  [772,]  0.1430744438
##  [773,]  0.2466407132
##  [774,]  0.0074237375
##  [775,]  0.2887567003
##  [776,]  2.4726416742
##  [777,]  0.5852790021
##  [778,]  1.5078837197
##  [779,]  5.4344643103
##  [780,]  1.7497985092
##  [781,]  0.9938430539
##  [782,]  0.8724933948
##  [783,]  2.4913980553
##  [784,]  2.7131717400
##  [785,]  2.0567044207
##  [786,]  0.0585469233
##  [787,]  0.2539570832
##  [788,]  0.6327695482
##  [789,] -0.0085621913
##  [790,]  1.0612063301
##  [791,]  0.3302254864
##  [792,]  0.3996591501
##  [793,]  1.9141332713
##  [794,]  0.5258597410
##  [795,]  0.3162785995
##  [796,]  0.1954989405
##  [797,]  1.7896143092
##  [798,]  2.2832361524
##  [799,]  0.0953047097
##  [800,]  9.8108495526
##  [801,]  0.1033002885
##  [802,]  0.5732226518
##  [803,]  0.4375545222
##  [804,]  0.2231776074
##  [805,]  0.0969022219
##  [806,]  0.3949791663
##  [807,]  1.1451432432
##  [808,]  2.0631300932
##  [809,]  0.4125883541
##  [810,]  1.3235192286
##  [811,]  1.4145758834
##  [812,]  5.6554927553
##  [813,]  0.0749647357
##  [814,]  0.6521703654
##  [815,]  1.6645961106
##  [816,]  0.1197178732
##  [817,]  0.7624654263
##  [818,]  0.0582024813
##  [819,]  1.8385052582
##  [820,]  6.2024570573
##  [821,]  1.7763679394
##  [822,]  0.3457571722
##  [823,]  0.1373599965
##  [824,]  1.7749709270
##  [825,]  1.7720828537
##  [826,]  0.4320040601
##  [827,]  0.0857728182
##  [828,]  2.2749634448
##  [829,]  1.8389403433
##  [830,]  0.1081560667
##  [831,]  1.2481304478
##  [832,]  0.0801180135
##  [833,]  4.5857863915
##  [834,]  0.1645938638
##  [835,]  0.6900374489
##  [836,]  1.3836780597
##  [837,]  0.5449146033
##  [838,]  0.4895815331
##  [839,]  0.4979913243
##  [840,]  0.3487916667
##  [841,]  0.7292890616
##  [842,]  0.4444844945
##  [843,]  1.4889501548
##  [844,]  1.8600249789
##  [845,]  0.1709728496
##  [846,]  0.1455179580
##  [847,]  0.3936135945
##  [848,]  0.2596761262
##  [849,]  0.7949035095
##  [850,]  0.8079854979
##  [851,]  0.0629090295
##  [852,]  0.1880826175
##  [853,]  0.0345008760
##  [854,]  0.6796270310
##  [855,]  2.9604229541
##  [856,]  0.6543451029
##  [857,]  0.3066095572
##  [858,]  0.1349661959
##  [859,]  0.1896067390
##  [860,]  1.7720623204
##  [861,]  0.4802564122
##  [862,]  0.0597660615
##  [863,]  0.2640201651
##  [864,]  0.0769110705
##  [865,]  0.4869852834
##  [866,]  0.0820544330
##  [867,]  0.2512749500
##  [868,]  0.2405505291
##  [869,]  0.1997639901
##  [870,]  0.8377724752
##  [871,]  0.1114799727
##  [872,]  0.1286895988
##  [873,]  2.5712722619
##  [874,]  0.1280173212
##  [875,]  0.4098175753
##  [876,]  0.1104607027
##  [877,]  3.1956378915
##  [878,]  2.7584783880
##  [879,]  5.1530959940
##  [880,]  0.8207110664
##  [881,]  1.9121756298
##  [882,]  0.5094256497
##  [883,]  0.1698322341
##  [884,]  2.3730962471
##  [885,]  0.8671077700
##  [886,]  0.6822890359
##  [887,]  3.0571138282
##  [888,]  0.4726372953
##  [889,]  0.8684840217
##  [890,]  0.0239030485
##  [891,]  0.6850395920
##  [892,]  1.1785881800
##  [893,]  0.6030514651
##  [894,]  0.9252594708
##  [895,]  0.2138667195
##  [896,]  0.7082304945
##  [897,]  0.0206951871
##  [898,]  3.3642753064
##  [899,]  4.0503055717
##  [900,]  1.2733987611
##  [901,]  0.5874779159
##  [902,]  0.2616360594
##  [903,]  0.0838388692
##  [904,]  0.6811244495
##  [905,]  3.2776614672
##  [906,]  0.0864567165
##  [907,]  0.4199808647
##  [908,]  0.4392322408
##  [909,]  0.2793553368
##  [910,]  0.5113936671
##  [911,]  0.2103457917
##  [912,]  0.2114522137
##  [913,]  0.9527386715
##  [914,]  0.3945426564
##  [915,]  0.5302344287
##  [916,]  0.6836021445
##  [917,]  4.9678350202
##  [918,]  2.0312097512
##  [919,]  1.1144207218
##  [920,]  0.2816519685
##  [921,]  0.4278705113
##  [922,]  0.3278249918
##  [923,]  0.7781764689
##  [924,]  1.6038052218
##  [925,]  0.5170386917
##  [926,]  0.3582341347
##  [927,]  2.9338292395
##  [928,]  1.1926711544
##  [929,]  1.4195315917
##  [930,]  0.0507689048
##  [931,]  0.4615845486
##  [932,]  1.3700254463
##  [933,]  0.3876522170
##  [934,]  0.0826078238
##  [935,]  2.1783388251
##  [936,]  0.6489523178
##  [937,]  1.9351194983
##  [938,]  2.4721022496
##  [939,]  2.6615064865
##  [940,]  0.1924923870
##  [941,]  0.1447957275
##  [942,]  0.6303954884
##  [943,]  0.2458275844
##  [944,]  0.1612928380
##  [945,]  5.7750847099
##  [946,]  0.8541439703
##  [947,]  1.5219912599
##  [948,]  0.9445278881
##  [949,]  0.1337983270
##  [950,]  1.1136239731
##  [951,]  2.1632866961
##  [952,]  0.0088081626
##  [953,]  2.7386116717
##  [954,]  0.0844201781
##  [955,]  0.0840899726
##  [956,]  0.0780469771
##  [957,]  0.9872834789
##  [958,]  0.7352536481
##  [959,]  0.2076643556
##  [960,]  0.1317298517
##  [961,]  1.0828739582
##  [962,]  0.2846379678
##  [963,]  1.5534632570
##  [964,]  1.3912787238
##  [965,]  0.0237231875
##  [966,]  0.1509954242
##  [967,]  1.0895296519
##  [968,]  0.2994286478
##  [969,]  0.3117473145
##  [970,]  1.0903915832
##  [971,]  1.8060597798
##  [972,]  0.8468805698
##  [973,]  0.5347805185
##  [974,]  0.1229270819
##  [975,]  1.5645886353
##  [976,]  1.5012982505
##  [977,]  0.5093221004
##  [978,]  0.2010808783
##  [979,]  0.4000512276
##  [980,]  0.0414670101
##  [981,]  1.0137457598
##  [982,]  0.1275864523
##  [983,]  1.5274305873
##  [984,]  1.8112908289
##  [985,]  0.8535973755
##  [986,] -0.0036025459
##  [987,]  3.4239297767
##  [988,]  1.4579405334
##  [989,]  0.5085362102
##  [990,]  0.8943474439
##  [991,]  1.9988854407
##  [992,]  0.2882215586
##  [993,]  0.3215909346
##  [994,]  0.9005245830
##  [995,]  0.8802104336
##  [996,]  0.1233304201
##  [997,]  2.2602459606
##  [998,]  0.2665213033
##  [999,]  2.5607535873
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## cm ~ demo$dependents
## attr(,"variables")
## list(cm, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## cm                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.


Intrinsic Motivation

Now, Intrinsic Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0197 0.019670 0.69353 0.00223  0.453
## Residuals       310    8.7922 0.028362         0.99777       
## Total           311    8.8119                  1.00000       
## 
## $call
## adonis(formula = im ~ demo$dependents)
## 
## $coefficients
##                       im1        im2        im3        im4        im5
## (Intercept)     4.0929561 4.00579544 3.89036766 3.75647692 3.83500172
## demo$dependents 0.1063338 0.02535792 0.08947429 0.08466384 0.05275455
## 
## $coef.sites
##                           1            2            3            4           5
## (Intercept)      0.14002580  0.144649445  0.121255945  0.203866302  0.12824844
## demo$dependents -0.01168958 -0.008859693 -0.007295202 -0.002686355 -0.01107202
##                            6            7            8           9         10
## (Intercept)      0.136679211  0.242885413  0.126520617  0.12535189 0.56345373
## demo$dependents -0.006797404 -0.001680004 -0.009934618 -0.01195398 0.01116322
##                          11          12           13           14          15
## (Intercept)      0.13303089  0.12535189  0.124095799  0.114067725  0.12600149
## demo$dependents -0.01015927 -0.01195398 -0.008843185 -0.008091683 -0.01047328
##                          16          17           18          19           20
## (Intercept)      0.14002580  0.14002580  0.124095799  0.14002580  0.139318770
## demo$dependents -0.01168958 -0.01168958 -0.008843185 -0.01168958 -0.009885225
##                          21           22           23           24          25
## (Intercept)      0.14002580  0.120030145  0.202878776  0.136679211  0.13213405
## demo$dependents -0.01168958 -0.009406423 -0.005185534 -0.006797404 -0.01053258
##                         26           27          28          29           30
## (Intercept)     0.56345373  0.122938162  0.12617248  0.14002580  0.114067725
## demo$dependents 0.01116322 -0.009873583 -0.00716425 -0.01168958 -0.008091683
##                          31          32           33           34           35
## (Intercept)      0.11606085 0.415940578  0.200565673  0.143077190  0.136679211
## demo$dependents -0.01072278 0.006371957 -0.001384067 -0.006032428 -0.006797404
##                           36          37           38          39          40
## (Intercept)      0.124104524  0.14002580  0.114067725 0.416361492  0.14002580
## demo$dependents -0.007761569 -0.01168958 -0.008091683 0.006237379 -0.01168958
##                          41          42          43           44           45
## (Intercept)      0.14002580  0.13704836  0.14002580  0.148431446  0.131803970
## demo$dependents -0.01168958 -0.01168346 -0.01168958 -0.006468823 -0.007483723
##                           46           47           48           49          50
## (Intercept)      0.189780725  0.141386723  0.252171993  0.154199021  0.11997475
## demo$dependents -0.004045419 -0.009287906 -0.003141919 -0.005618503 -0.01077513
##                         51          52           53         54           55
## (Intercept)     0.56345373  0.15074710  0.127072799 0.56345373  0.163265372
## demo$dependents 0.01116322 -0.00607037 -0.007442432 0.01116322 -0.005621072
##                           56           57           58          59           60
## (Intercept)      0.132961811  0.136679211  0.124104524  0.13155640  0.114067725
## demo$dependents -0.008810865 -0.006797404 -0.007761569 -0.01109857 -0.008091683
##                          61           62          63          64           65
## (Intercept)      0.13155640  0.145270041  0.15074710  0.15074710  0.114067725
## demo$dependents -0.01109857 -0.008759284 -0.00607037 -0.00607037 -0.008091683
##                          66          67           68           69          70
## (Intercept)      0.12985965  0.14002580  0.126520617  0.134857380  0.13096533
## demo$dependents -0.01054066 -0.01168958 -0.009934618 -0.009043444 -0.01255194
##                          71          72           73           74          75
## (Intercept)      0.15661634  0.11606085  0.126520617  0.118222516  0.14002580
## demo$dependents -0.01012682 -0.01072278 -0.009934618 -0.008217235 -0.01168958
##                           76          77         78           79          80
## (Intercept)      0.146612494  0.11606085 0.56345373  0.136137519  0.13421572
## demo$dependents -0.005877039 -0.01072278 0.01116322 -0.008393579 -0.01254666
##                           81           82           83           84
## (Intercept)      0.118222516  0.114067725  0.130065016  0.125050685
## demo$dependents -0.008217235 -0.008091683 -0.009124103 -0.007425774
##                           85           86          87          88           89
## (Intercept)      0.127072799  0.124104524  0.13421572 0.268492633  0.126520617
## demo$dependents -0.007442432 -0.007761569 -0.01254666 0.002099806 -0.009934618
##                           90           91          92           93           94
## (Intercept)      0.170597356  0.122938162  0.12174158  0.154199021  0.114067725
## demo$dependents -0.005344603 -0.009873583 -0.01193785 -0.005618503 -0.008091683
##                          95           96          97           98           99
## (Intercept)      0.13155640  0.114067725  0.11997475  0.337984806  0.136679211
## demo$dependents -0.01109857 -0.008091683 -0.01077513 -0.001002386 -0.006797404
##                         100         101         102          103          104
## (Intercept)      0.14002580  0.11606085  0.14002580  0.141585927  0.124104524
## demo$dependents -0.01168958 -0.01072278 -0.01168958 -0.007255624 -0.007761569
##                         105        106          107          108         109
## (Intercept)      0.14002580 0.41386660  0.126520617  0.139722539 0.461724850
## demo$dependents -0.01168958 0.00476749 -0.009934618 -0.006472153 0.008574013
##                          110          111         112         113          114
## (Intercept)      0.118222516  0.118222516  0.12535189  0.14002580  0.118222516
## demo$dependents -0.008217235 -0.008217235 -0.01195398 -0.01168958 -0.008217235
##                        115         116         117          118          119
## (Intercept)     0.56345373  0.14002580  0.14002580  0.127072799  0.137598499
## demo$dependents 0.01116322 -0.01168958 -0.01168958 -0.007442432 -0.007081112
##                         120         121         122         123          124
## (Intercept)      0.12617248  0.12959452  0.14002580  0.14002580  0.114067725
## demo$dependents -0.00716425 -0.01010168 -0.01168958 -0.01168958 -0.008091683
##                          125         126          127         128         129
## (Intercept)      0.171781415  0.13303089  0.159742997 0.397069441  0.14002580
## demo$dependents -0.004362635 -0.01015927 -0.004551897 0.002705222 -0.01168958
##                         130          131          132         133          134
## (Intercept)      0.14002580  0.216258762  0.120030145  0.14002580  0.134199618
## demo$dependents -0.01168958 -0.004690956 -0.009406423 -0.01168958 -0.008139909
##                          135         136         137         138         139
## (Intercept)      0.120030145  0.11606085  0.14002580  0.11606085  0.13166728
## demo$dependents -0.009406423 -0.01072278 -0.01168958 -0.01072278 -0.01172984
##                         140         141          142         143         144
## (Intercept)      0.13155640  0.14140015  0.114067725  0.13520904  0.12535189
## demo$dependents -0.01109857 -0.01089458 -0.008091683 -0.01175807 -0.01195398
##                          145          146         147         148        149
## (Intercept)      0.199613688  0.122938162  0.13213405 0.420208959 0.56345373
## demo$dependents -0.002734135 -0.009873583 -0.01053258 0.005007236 0.01116322
##                          150          151         152         153          154
## (Intercept)      0.131823951  0.130335520  0.14002580  0.15074710  0.114067725
## demo$dependents -0.009965477 -0.007014219 -0.01168958 -0.00607037 -0.008091683
##                         155         156         157         158          159
## (Intercept)      0.13704836  0.14002580  0.14002580  0.14002580  0.147156373
## demo$dependents -0.01168346 -0.01168958 -0.01168958 -0.01168958 -0.009800678
##                          160          161         162         163           164
## (Intercept)      0.138321926  0.124104524  0.12535189  0.13535785  0.2223761224
## demo$dependents -0.009129154 -0.007761569 -0.01195398 -0.01057029 -0.0005729891
##                          165         166         167          168         169
## (Intercept)      0.140685605  0.14002580  0.14002580  0.174152379  0.11997475
## demo$dependents -0.006977443 -0.01168958 -0.01168958 -0.004879909 -0.01077513
##                          170          171          172          173         174
## (Intercept)      0.137598499  0.155137955  0.159723803  0.136679211  0.14002580
## demo$dependents -0.007081112 -0.005907908 -0.006068274 -0.006797404 -0.01168958
##                          175          176         177          178          179
## (Intercept)      0.126520617  0.152110654 0.371590660  0.114067725  0.114067725
## demo$dependents -0.009934618 -0.006653917 0.002745419 -0.008091683 -0.008091683
##                          180         181          182         183         184
## (Intercept)      0.130065016  0.14002580  0.155137955  0.11606085  0.14002580
## demo$dependents -0.009124103 -0.01168958 -0.005907908 -0.01072278 -0.01168958
##                         185         186          187          188         189
## (Intercept)      0.14002580 0.239393782  0.140953149  0.114067725  0.12535189
## demo$dependents -0.01168958 0.000948084 -0.006641388 -0.008091683 -0.01195398
##                         190        191         192         193         194
## (Intercept)      0.14002580 0.51154064  0.12985965  0.14002580  0.14002580
## demo$dependents -0.01168958 0.01081476 -0.01054066 -0.01168958 -0.01168958
##                          195          196          197          198         199
## (Intercept)      0.114067725  0.127072799  0.114067725  0.189780725  0.13535785
## demo$dependents -0.008091683 -0.007442432 -0.008091683 -0.004045419 -0.01057029
##                         200          201         202         203         204
## (Intercept)      0.14002580  0.178471463  0.12959452  0.12959452  0.14002580
## demo$dependents -0.01168958 -0.005456205 -0.01010168 -0.01010168 -0.01168958
##                         205        206         207          208          209
## (Intercept)      0.12959452 0.56345373  0.14002580  0.122938162  0.194693658
## demo$dependents -0.01010168 0.01116322 -0.01168958 -0.009873583 -0.002576108
##                          210          211          212          213
## (Intercept)      0.160018389  0.128214650  0.130065016  0.154199021
## demo$dependents -0.004832606 -0.007907212 -0.009124103 -0.005618503
##                          214          215         216          217          218
## (Intercept)      0.145418435  0.120030145 0.425305736  0.187955737  0.120030145
## demo$dependents -0.005335828 -0.009406423 0.003377654 -0.003639297 -0.009406423
##                         219         220         221         222         223
## (Intercept)      0.14002580  0.14002580  0.14002580  0.14002580  0.14002580
## demo$dependents -0.01168958 -0.01168958 -0.01168958 -0.01168958 -0.01168958
##                        224         225          226          227         228
## (Intercept)     0.51154064 0.332323292  0.136679211  0.151585426  0.11606085
## demo$dependents 0.01081476 0.002848575 -0.006797404 -0.008833566 -0.01072278
##                          229         230         231         232          233
## (Intercept)      0.114067725  0.13155640 0.376605767  0.14002580  0.127072799
## demo$dependents -0.008091683 -0.01109857 0.003290177 -0.01168958 -0.007442432
##                         234        235          236         237         238
## (Intercept)      0.11997475 0.56345373  0.114067725  0.13155640  0.11997475
## demo$dependents -0.01077513 0.01116322 -0.008091683 -0.01109857 -0.01077513
##                          239        240          241          242          243
## (Intercept)     0.3201396205 0.37192966  0.114067725  0.127072799  0.114067725
## demo$dependents 0.0001063133 0.00478526 -0.008091683 -0.007442432 -0.008091683
##                         244          245         246          247          248
## (Intercept)      0.14002580  0.178266128  0.12617248  0.337984806  0.156691224
## demo$dependents -0.01168958 -0.003253354 -0.00716425 -0.001002386 -0.006404532
##                          249         250         251         252          253
## (Intercept)      0.120030145  0.13421572  0.13520904  0.12985965  0.114067725
## demo$dependents -0.009406423 -0.01254666 -0.01175807 -0.01054066 -0.008091683
##                         254          255          256         257         258
## (Intercept)      0.13155640  0.114067725  0.136679211  0.11997475  0.13769723
## demo$dependents -0.01109857 -0.008091683 -0.006797404 -0.01077513 -0.01059143
##                         259          260          261          262         263
## (Intercept)      0.13520904 0.3785099396  0.122938162  0.212884195 0.268492633
## demo$dependents -0.01175807 0.0005331324 -0.009873583 -0.002154287 0.002099806
##                        264          265         266          267          268
## (Intercept)     0.41492588  0.337984806  0.14002580  0.124104524  0.130335520
## demo$dependents 0.00442881 -0.001002386 -0.01168958 -0.007761569 -0.007014219
##                          269          270          271         272          273
## (Intercept)      0.122938162  0.124095799  0.126520617 0.268696925  0.126520617
## demo$dependents -0.009873583 -0.008843185 -0.009934618 0.002034488 -0.009934618
##                         274          275         276          277         278
## (Intercept)      0.14002580  0.130229430  0.11606085  0.114067725  0.14002580
## demo$dependents -0.01168958 -0.007321149 -0.01072278 -0.008091683 -0.01168958
##                          279         280         281        282         283
## (Intercept)      0.132893084 0.460212690  0.12959452 0.56345373  0.14002580
## demo$dependents -0.009618622 0.006656532 -0.01010168 0.01116322 -0.01168958
##                         284         285         286          287         288
## (Intercept)      0.14002580  0.13155640  0.14002580  0.136679211  0.14002580
## demo$dependents -0.01168958 -0.01109857 -0.01168958 -0.006797404 -0.01168958
##                          289          290         291         292         293
## (Intercept)      0.124104524  0.124095799  0.14002580  0.12824844  0.13535785
## demo$dependents -0.007761569 -0.008843185 -0.01168958 -0.01107202 -0.01057029
##                         294         295          296         297         298
## (Intercept)      0.12617248  0.14002580  0.165962515  0.14140015 0.372560532
## demo$dependents -0.00716425 -0.01168958 -0.005166768 -0.01089458 0.004583552
##                         299         300         301         302         303
## (Intercept)      0.14246282  0.14002580  0.13155640  0.14002580  0.12535189
## demo$dependents -0.00712407 -0.01168958 -0.01109857 -0.01168958 -0.01195398
##                          304          305          306          307
## (Intercept)      0.120030145  0.184655466  0.120030145  0.139722539
## demo$dependents -0.009406423 -0.003901745 -0.009406423 -0.006472153
##                          308         309         310          311           312
## (Intercept)      0.118222516  0.13155640 0.268696925  0.120030145  2.426472e-01
## demo$dependents -0.008217235 -0.01109857 0.002034488 -0.009406423 -9.211224e-05
## 
## $f.perms
##                  [,1]
##    [1,]  1.2684633878
##    [2,]  0.0533411496
##    [3,]  2.0668794994
##    [4,]  0.1408885042
##    [5,]  2.6368822617
##    [6,]  0.2767460905
##    [7,]  0.5078682322
##    [8,]  2.2430326485
##    [9,]  0.5115645169
##   [10,]  0.5379181786
##   [11,]  0.6226441767
##   [12,]  0.5006406143
##   [13,]  0.6441828747
##   [14,]  2.8054960189
##   [15,]  2.2607352053
##   [16,]  0.9240118725
##   [17,]  0.1320499014
##   [18,]  0.3127357435
##   [19,]  2.2103053308
##   [20,]  1.2826571553
##   [21,]  5.3059920916
##   [22,]  1.6362129127
##   [23,]  0.3328295676
##   [24,]  0.2923418558
##   [25,]  0.0709192992
##   [26,]  0.1673256426
##   [27,]  0.0797446296
##   [28,]  2.3946057676
##   [29,]  0.1955144365
##   [30,]  4.0328657355
##   [31,]  3.6594744922
##   [32,]  3.1482575016
##   [33,]  1.6577563249
##   [34,] -0.0899675713
##   [35,]  0.4217742574
##   [36,]  0.3224076833
##   [37,]  0.3991202002
##   [38,]  0.3726048131
##   [39,]  1.2165085890
##   [40,]  0.2342650114
##   [41,]  1.0645030671
##   [42,]  0.2256633896
##   [43,]  1.2563029506
##   [44,]  0.3514546118
##   [45,]  1.0137520272
##   [46,]  0.2743343659
##   [47,] 15.9540633238
##   [48,]  1.3898851454
##   [49,]  1.4350255956
##   [50,]  0.5131709946
##   [51,]  3.7256426219
##   [52,]  0.6432215033
##   [53,]  0.7667203271
##   [54,]  0.5720601493
##   [55,]  0.0536577527
##   [56,]  0.6712454871
##   [57,]  0.4644511785
##   [58,]  0.9826293274
##   [59,]  1.8270173800
##   [60,]  0.2377607602
##   [61,]  1.1936846986
##   [62,]  0.3395639877
##   [63,]  0.4344154379
##   [64,]  0.1955610109
##   [65,]  0.5905779820
##   [66,]  4.4759556296
##   [67,]  0.4819247590
##   [68,]  0.0447205694
##   [69,]  1.7864679794
##   [70,]  4.5599529233
##   [71,]  0.0043234663
##   [72,]  0.0787320259
##   [73,]  0.1643600265
##   [74,]  0.5924082957
##   [75,]  0.2968124983
##   [76,]  0.5431246200
##   [77,]  0.4696974609
##   [78,]  1.4602591456
##   [79,]  0.8031923496
##   [80,]  0.9631368233
##   [81,]  0.8759684775
##   [82,]  1.4549854158
##   [83,] -0.0117702060
##   [84,] -0.0319677884
##   [85,]  0.3567008693
##   [86,]  0.5842186494
##   [87,]  0.1532287385
##   [88,]  3.1023586647
##   [89,]  0.1048335508
##   [90,]  0.2826124479
##   [91,]  2.4128450508
##   [92,]  1.6761935230
##   [93,]  0.5470729887
##   [94,]  1.1491273628
##   [95,]  0.8712408996
##   [96,]  3.1303600384
##   [97,]  1.4884271308
##   [98,]  0.9027768233
##   [99,]  0.1956707301
##  [100,]  0.2018331838
##  [101,]  2.6379012048
##  [102,]  1.1137886153
##  [103,]  0.3065390986
##  [104,]  0.7316867468
##  [105,]  0.5949427625
##  [106,]  0.3523243785
##  [107,]  0.2765834386
##  [108,]  0.0240475028
##  [109,]  0.6131731335
##  [110,]  1.0888594564
##  [111,]  0.1938634895
##  [112,]  2.3433990049
##  [113,]  0.8000531531
##  [114,]  0.5347042673
##  [115,]  0.2278933395
##  [116,]  0.3947792121
##  [117,]  0.5249798820
##  [118,]  0.6046439925
##  [119,]  0.1373447435
##  [120,]  0.5205538049
##  [121,]  0.3999413896
##  [122,]  0.8668653785
##  [123,] 10.2884844592
##  [124,]  2.1865593678
##  [125,]  0.0469431607
##  [126,]  0.6194985831
##  [127,]  0.7149334065
##  [128,]  1.0881486230
##  [129,]  0.6379118267
##  [130,]  0.6856637819
##  [131,]  4.0500270134
##  [132,]  1.5174272659
##  [133,]  0.2291385297
##  [134,]  0.1828113251
##  [135,]  1.0972801490
##  [136,]  0.6189679524
##  [137,]  1.9679086592
##  [138,]  0.3144705109
##  [139,]  0.6452544283
##  [140,]  1.6446329230
##  [141,]  0.9772305556
##  [142,]  2.7776184826
##  [143,]  0.7236924312
##  [144,]  0.3097248102
##  [145,] -0.0015294234
##  [146,]  0.6513698464
##  [147,]  0.5623055070
##  [148,]  0.1836659513
##  [149,]  1.1207477487
##  [150,]  0.0677115274
##  [151,]  2.7381066470
##  [152,]  0.3518062066
##  [153,]  0.8268482650
##  [154,]  0.2146204722
##  [155,] -0.0004100855
##  [156,]  0.1519755642
##  [157,]  5.2680575683
##  [158,]  0.0191045593
##  [159,]  0.3151737556
##  [160,]  0.5350906670
##  [161,]  2.8980000713
##  [162,]  0.1877653022
##  [163,]  1.5291662076
##  [164,]  0.9144741286
##  [165,]  0.9833087163
##  [166,]  0.5653419499
##  [167,]  5.8131784547
##  [168,]  1.0392659110
##  [169,]  1.0757940777
##  [170,]  0.6454661499
##  [171,]  0.5591064013
##  [172,]  1.7175443747
##  [173,]  0.5816453678
##  [174,]  1.0821365048
##  [175,]  0.6146872749
##  [176,]  1.9911097540
##  [177,]  2.8439252398
##  [178,]  0.7077541705
##  [179,]  0.2586559308
##  [180,]  1.2664850146
##  [181,]  0.3398301235
##  [182,]  0.1798444371
##  [183,]  0.4857784376
##  [184,]  1.7153588856
##  [185,]  1.7070382953
##  [186,]  0.4905497284
##  [187,]  0.4506253745
##  [188,]  4.2265278638
##  [189,]  3.9154605112
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##  [724,]  1.1505919571
##  [725,]  1.5366347821
##  [726,]  0.0252970675
##  [727,]  2.6821454023
##  [728,]  1.7790594733
##  [729,]  0.0068969913
##  [730,]  0.5080928462
##  [731,]  0.5936966164
##  [732,]  0.5375531591
##  [733,]  4.8037795182
##  [734,]  0.5753012727
##  [735,]  0.1483900662
##  [736,]  0.5490531850
##  [737,] 10.3977573590
##  [738,]  4.1787866511
##  [739,]  0.3881055039
##  [740,]  0.4232463439
##  [741,]  0.2492041268
##  [742,]  1.0142385565
##  [743,]  0.7599639084
##  [744,]  0.1212550514
##  [745,]  0.4964277791
##  [746,]  0.3447097271
##  [747,]  0.6307025692
##  [748,]  1.0199736558
##  [749,]  0.6696722504
##  [750,]  0.3507485146
##  [751,]  0.5797271688
##  [752,]  1.1658248562
##  [753,]  0.7840534293
##  [754,]  0.4081550555
##  [755,]  0.1116288925
##  [756,]  0.2327899543
##  [757,]  0.5239338053
##  [758,]  0.0869293821
##  [759,]  1.5124191487
##  [760,]  0.9253885373
##  [761,]  0.0474079544
##  [762,]  0.9764676377
##  [763,]  0.4194526903
##  [764,]  0.3171692446
##  [765,]  0.4495688333
##  [766,]  1.2053124518
##  [767,]  0.5118079575
##  [768,]  0.6424937865
##  [769,]  0.8201020612
##  [770,]  1.0472859875
##  [771,]  1.5637787587
##  [772,]  0.5897971586
##  [773,]  0.1582712488
##  [774,]  0.3541945370
##  [775,] -0.0657252182
##  [776,]  0.3577979665
##  [777,]  0.0374932249
##  [778,]  0.7893342222
##  [779,]  0.5334426460
##  [780,]  0.0821955251
##  [781,]  0.0544019125
##  [782,]  0.2451687478
##  [783,]  1.0494183676
##  [784,]  2.2631930503
##  [785,]  0.2492410987
##  [786,]  0.1644797175
##  [787,]  0.2740281967
##  [788,]  0.4742707959
##  [789,]  0.4418512449
##  [790,]  0.2959003565
##  [791,]  0.6566931090
##  [792,]  0.3958685727
##  [793,]  0.3387583555
##  [794,]  0.8702701909
##  [795,]  2.3741426445
##  [796,]  0.4925125750
##  [797,]  0.2464392371
##  [798,]  0.8390359512
##  [799,]  0.1498477462
##  [800,]  5.0802226516
##  [801,]  0.1165690513
##  [802,]  0.3955368523
##  [803,]  0.0609079234
##  [804,]  1.7575311226
##  [805,]  0.3099467110
##  [806,]  0.0231619390
##  [807,]  0.6066175973
##  [808,]  0.0551624697
##  [809,]  1.9126746227
##  [810,]  0.5551919379
##  [811,]  0.1668157605
##  [812,]  2.3832227763
##  [813,]  0.2111543351
##  [814,]  0.1989683574
##  [815,]  1.2054157679
##  [816,]  0.1883047596
##  [817,]  1.8247763351
##  [818,]  1.1112090068
##  [819,]  0.5328319428
##  [820,]  2.6485556503
##  [821,]  0.5639229983
##  [822,]  1.9375550400
##  [823,]  0.5350284626
##  [824,]  0.5588699820
##  [825,]  1.5721441237
##  [826,]  0.7897387334
##  [827,]  0.4546693239
##  [828,]  0.1688317723
##  [829,]  0.8512892941
##  [830,]  0.5672553464
##  [831,]  5.3150204518
##  [832,]  2.0245266660
##  [833,]  2.9486954130
##  [834,]  1.9456471731
##  [835,]  0.4710940495
##  [836,]  0.2893641770
##  [837,]  1.6749694977
##  [838,]  0.3013855292
##  [839,]  1.5057238452
##  [840,]  1.1883692500
##  [841,]  1.2071425670
##  [842,]  0.3655313127
##  [843,]  1.4716211116
##  [844,]  1.4527384632
##  [845,]  1.8682701077
##  [846,]  0.3447367891
##  [847,]  0.3853755906
##  [848,]  0.0478016576
##  [849,]  0.2439346019
##  [850,]  0.3496044772
##  [851,]  0.2711117342
##  [852,]  0.1826160477
##  [853,]  0.1086440378
##  [854,]  1.7731484096
##  [855,]  1.5408201822
##  [856,]  0.6672325097
##  [857,]  0.1210252055
##  [858,]  0.2096197912
##  [859,]  2.2961762253
##  [860,]  0.2961056551
##  [861,]  2.8491006909
##  [862,]  0.0877655158
##  [863,] -0.0674166487
##  [864,]  0.5697349355
##  [865,]  0.3490264350
##  [866,]  0.1101763347
##  [867,]  1.7753319562
##  [868,]  3.3820714041
##  [869,]  0.2615526949
##  [870,]  0.5908933395
##  [871,]  1.9670368391
##  [872,]  0.3098965947
##  [873,]  0.2328002880
##  [874,]  1.8591166552
##  [875,]  0.2001604746
##  [876,]  0.2713285809
##  [877,]  0.3755957109
##  [878,]  2.0970349197
##  [879,]  0.2369002016
##  [880,]  0.4496339608
##  [881,]  1.2450498983
##  [882,]  2.2405227800
##  [883,]  1.9419266601
##  [884,]  0.8624828648
##  [885,]  2.0489627663
##  [886,]  0.5465215911
##  [887,]  0.7845952250
##  [888,]  0.8065462490
##  [889,]  0.6158880843
##  [890,]  1.4117721958
##  [891,]  3.0650050436
##  [892,]  0.0696961473
##  [893,]  0.0218559341
##  [894,]  0.1644584368
##  [895,]  0.0472773114
##  [896,]  0.2886928040
##  [897,]  0.1091253122
##  [898,]  0.2806579632
##  [899,]  1.9695876059
##  [900,]  1.8753001578
##  [901,]  2.2908096058
##  [902,]  0.5255954182
##  [903,]  2.1051084003
##  [904,]  0.7759415812
##  [905,]  1.6380334682
##  [906,]  0.8685261855
##  [907,]  0.1764322965
##  [908,]  1.0019091784
##  [909,]  0.3087181353
##  [910,]  1.4520887026
##  [911,]  0.2791004050
##  [912,]  0.0727905504
##  [913,]  0.3840151310
##  [914,]  0.1761275373
##  [915,]  3.2577130037
##  [916,]  0.1110535452
##  [917,]  1.7703902907
##  [918,]  1.5874569894
##  [919,]  0.1260016482
##  [920,]  0.0561058932
##  [921,]  1.1090139150
##  [922,]  0.0390736893
##  [923,]  0.2651564760
##  [924,]  0.7803400734
##  [925,]  0.1130015985
##  [926,]  0.2101298262
##  [927,]  0.8159690264
##  [928,]  1.6149919703
##  [929,]  0.6412556136
##  [930,]  1.5998285473
##  [931,]  5.6062428026
##  [932,]  1.9238116970
##  [933,]  1.3206883781
##  [934,]  0.0159605136
##  [935,]  0.6797149072
##  [936,]  0.3213389023
##  [937,]  0.4840491711
##  [938,]  0.0693841266
##  [939,]  1.4747932449
##  [940,]  0.2839720491
##  [941,]  2.1930048623
##  [942,]  0.0087582110
##  [943,]  0.0700368281
##  [944,]  0.3347179403
##  [945,]  2.2709534092
##  [946,]  0.2873952605
##  [947,]  1.1692931597
##  [948,]  0.4816159649
##  [949,]  2.8811516757
##  [950,]  0.8159514403
##  [951,]  0.7197569054
##  [952,]  0.3029407532
##  [953,]  0.4505392660
##  [954,]  0.3838838967
##  [955,] -0.0307226928
##  [956,]  0.7765869695
##  [957,]  0.0031657595
##  [958,]  0.4212494474
##  [959,]  0.4276487870
##  [960,]  0.3317598402
##  [961,]  0.6676473698
##  [962,]  1.7317840682
##  [963,]  0.3372046541
##  [964,]  0.9526781320
##  [965,]  0.1592679829
##  [966,]  0.8670977325
##  [967,] -0.0777198873
##  [968,]  0.7995277797
##  [969,]  1.1627230289
##  [970,]  3.7052271953
##  [971,]  0.6982524055
##  [972,]  1.5205453286
##  [973,]  0.0902804680
##  [974,]  0.7887384779
##  [975,]  0.8664672173
##  [976,]  1.9085182301
##  [977,]  0.6487361079
##  [978,]  0.7658400502
##  [979,]  0.1303519201
##  [980,]  0.4806016815
##  [981,]  0.3631455517
##  [982,]  0.4198210469
##  [983,]  0.4520948167
##  [984,]  0.1621423850
##  [985,]  0.2068421267
##  [986,]  0.3220424658
##  [987,]  1.2927433217
##  [988,]  0.4125028622
##  [989,]  0.1904050367
##  [990,]  0.2826769273
##  [991,]  0.4067491135
##  [992,]  1.9061291058
##  [993,]  0.7270560222
##  [994,]  1.6134133816
##  [995,]  1.0643846633
##  [996,]  0.2518733187
##  [997,]  0.4878261478
##  [998,] -0.1825784742
##  [999,]  0.9789930279
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## im ~ demo$dependents
## attr(,"variables")
## list(im, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## im                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Self-Determination

Now, Self-Determination:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)  
## demo$dependents   1    0.0787 0.078723  3.2374 0.01034  0.051 .
## Residuals       310    7.5381 0.024317         0.98966         
## Total           311    7.6168                  1.00000         
## ---
## Signif. codes:  0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 
## $call
## adonis(formula = sd ~ demo$dependents)
## 
## $coefficients
##                      sd1       sd2       sd3       sd4       sd5
## (Intercept)     3.793128 3.8145459 3.8515863 3.5932425 3.6234108
## demo$dependents 0.181789 0.1885466 0.1767037 0.2320925 0.2020387
## 
## $coef.sites
##                           1          2           3             4           5
## (Intercept)      0.16078970  0.1304036  0.13745525  0.1446540990  0.16078970
## demo$dependents -0.02536719 -0.0128478 -0.01099552 -0.0002624102 -0.02536719
##                           6             7           8          9         10
## (Intercept)     0.124216986  0.1217701501  0.16078970 0.18866832 0.45139262
## demo$dependents 0.002553318 -0.0002067514 -0.02536719 0.01486659 0.01672815
##                         11         12           13           14          15
## (Intercept)     0.19435432  0.1217862  0.123851025  0.111264310  0.16078970
## demo$dependents 0.01304862 -0.0085311 -0.008234539 -0.003817097 -0.02536719
##                           16           17          18          19          20
## (Intercept)      0.111264310  0.111264310 0.152262311  0.14178799 0.124216986
## demo$dependents -0.003817097 -0.003817097 0.009017768 -0.01684675 0.002553318
##                         21         22         23            24           25
## (Intercept)     0.13540057 0.21547814 0.34434517  0.1246544656  0.111264310
## demo$dependents 0.00652799 0.01594875 0.02153568 -0.0007800901 -0.003817097
##                        26         27          28          29         30
## (Intercept)     0.5524655  0.1304036 0.135985956  0.16078970 0.22478189
## demo$dependents 0.0182244 -0.0128478 0.002131108 -0.02536719 0.01297408
##                          31         32          33           34         35
## (Intercept)      0.15242208 0.30163635 0.138452034  0.118076532 0.12801302
## demo$dependents -0.02146784 0.02073143 0.005920065 -0.001928851 0.00432224
##                          36          37          38         39          40
## (Intercept)      0.12900783  0.12035749  0.16078970 0.30163635  0.15375630
## demo$dependents -0.01240908 -0.00808221 -0.02536719 0.02073143 -0.02188756
##                          41          42          43          44          45
## (Intercept)      0.16078970  0.15375630  0.14624120  0.14290486  0.16078970
## demo$dependents -0.02536719 -0.02188756 -0.01798109 -0.01783546 -0.02536719
##                         46         47         48          49          50
## (Intercept)     0.16460714 0.15021457 0.30163635 0.144935966  0.12900783
## demo$dependents 0.01339796 0.01009557 0.02073143 0.001649583 -0.01240908
##                        51           52         53        54         55
## (Intercept)     0.5524655  0.123652012 0.15021457 0.5524655 0.12801302
## demo$dependents 0.0182244 -0.001195545 0.01009557 0.0182244 0.00432224
##                          56           57         58          59          60
## (Intercept)     0.155539670  0.130926729  0.1217862  0.13233607 0.147517717
## demo$dependents 0.008392989 -0.004669552 -0.0085311 -0.01229013 0.006088188
##                          61          62           63          64          65
## (Intercept)      0.14178799  0.13845165  0.111264310 0.178797476 0.124216986
## demo$dependents -0.01684675 -0.01670113 -0.003817097 0.009686242 0.002553318
##                         66          67         68          69           70
## (Intercept)     0.19001250  0.15242208 0.16677140  0.14162283  0.118076532
## demo$dependents 0.01443682 -0.02146784 0.00520205 -0.01766957 -0.001928851
##                          71           72           73         74          75
## (Intercept)      0.14932049  0.111264310 0.1171890275 0.12801302  0.16078970
## demo$dependents -0.02051972 -0.003817097 0.0005031372 0.00432224 -0.02536719
##                         76         77         78        79           80
## (Intercept)     0.13540057  0.1217862 0.49463298 0.1491198  0.111264310
## demo$dependents 0.00652799 -0.0085311 0.01774127 0.0096446 -0.003817097
##                          81          82         83          84          85
## (Intercept)      0.16078970  0.16078970 0.30894621 0.142242191 0.130978552
## demo$dependents -0.02536719 -0.02536719 0.02066184 0.004729259 0.003732115
##                           86         87         88          89          90
## (Intercept)      0.123851025 0.30163635 0.39895735  0.13364755 0.131895338
## demo$dependents -0.008234539 0.02073143 0.01956674 -0.01383747 0.001232705
##                           91           92          93           94         95
## (Intercept)      0.111264310  0.111264310  0.12900783  0.111264310 0.20531965
## demo$dependents -0.003817097 -0.003817097 -0.01240908 -0.003817097 0.01081904
##                          96          97         98           99          100
## (Intercept)      0.14042370  0.16078970 0.39093424 0.1171890275  0.120445160
## demo$dependents -0.01641774 -0.02536719 0.01702992 0.0005031372 -0.008354961
##                         101          102        103       104         105
## (Intercept)      0.16078970  0.111264310 0.21425239 0.1491198  0.16078970
## demo$dependents -0.02536719 -0.003817097 0.01634065 0.0096446 -0.02536719
##                        106        107        108       109         110
## (Intercept)     0.17540757  0.1217862 0.21668022 0.1966523 0.152262311
## demo$dependents 0.01033349 -0.0085311 0.01556441 0.0123139 0.009017768
##                          111         112          113          114          115
## (Intercept)      0.111264310  0.15049337  0.111264310  0.130926729  0.118076532
## demo$dependents -0.003817097 -0.02174506 -0.003817097 -0.004669552 -0.001928851
##                         116          117         118        119         120
## (Intercept)     0.203687874  0.118076532  0.15049337 0.13540057  0.13031869
## demo$dependents 0.003582504 -0.001928851 -0.02174506 0.00652799 -0.01257995
##                          121         122         123         124         125
## (Intercept)      0.111264310  0.14487691  0.15375630  0.14771245 0.134659936
## demo$dependents -0.003817097 -0.01755208 -0.02188756 -0.01495999 0.002574964
##                         126        127        128         129         130
## (Intercept)     0.135985956 0.24928396 0.16460714  0.15049337  0.16078970
## demo$dependents 0.002131108 0.01736661 0.01339796 -0.02174506 -0.02536719
##                          131          132        133         134         135
## (Intercept)      0.118076532  0.158232864 0.30163635  0.14569507  0.14170573
## demo$dependents -0.001928851 -0.004017707 0.02073143 -0.01524981 -0.01658364
##                         136         137          138        139         140
## (Intercept)      0.16078970  0.16078970  0.111264310 0.13738987  0.14932049
## demo$dependents -0.02536719 -0.02536719 -0.003817097 0.00548158 -0.02051972
##                       141         142         143        144        145
## (Intercept)     0.1491198 0.161936838  0.14487691 0.17232862 0.21430080
## demo$dependents 0.0096446 0.006725564 -0.01755208 0.01092919 0.01632518
##                          146          147        148        149         150
## (Intercept)      0.128793343  0.111264310 0.30163635 0.43970123 0.224441549
## demo$dependents -0.006806772 -0.003817097 0.02073143 0.01774512 0.008455291
##                          151         152          153         154         155
## (Intercept)      0.134222322  0.16078970  0.133672240 0.155539670  0.13745525
## demo$dependents -0.006091385 -0.02536719 -0.002096314 0.008392989 -0.01099552
##                         156         157         158          159         160
## (Intercept)      0.16078970  0.16078970  0.16078970  0.118076532 0.141294197
## demo$dependents -0.02536719 -0.02536719 -0.02536719 -0.001928851 0.007299933
##                          161          162         163         164         165
## (Intercept)     0.1171890275  0.111264310  0.14290486 0.138452034  0.16078970
## demo$dependents 0.0005031372 -0.003817097 -0.01783546 0.005920065 -0.02536719
##                         166        167          168         169         170
## (Intercept)      0.13031869  0.1304036  0.120445160  0.15049337  0.12035749
## demo$dependents -0.01257995 -0.0128478 -0.008354961 -0.02174506 -0.00808221
##                         171        172        173          174        175
## (Intercept)     0.138452034 0.21187298 0.18653234 0.1171890275 0.30163635
## demo$dependents 0.005920065 0.01710142 0.01554952 0.0005031372 0.02073143
##                         176        177        178         179          180
## (Intercept)     0.183129053 0.30163635 0.30163635 0.157262651  0.111264310
## demo$dependents 0.007864713 0.02073143 0.02073143 0.008242263 -0.003817097
##                         181           182         183         184         185
## (Intercept)      0.14932049  0.1246544656  0.15242208 0.208029212  0.15375630
## demo$dependents -0.02051972 -0.0007800901 -0.02146784 0.009927705 -0.02188756
##                        186         187       188         189         190
## (Intercept)     0.15021457  0.13697579 0.2783113  0.15242208  0.16078970
## demo$dependents 0.01009557 -0.01371852 0.0189539 -0.02146784 -0.02536719
##                         191          192         193         194          195
## (Intercept)     0.147517717  0.111264310  0.16078970  0.14932049  0.111264310
## demo$dependents 0.006088188 -0.003817097 -0.02536719 -0.02051972 -0.003817097
##                         196         197       198           199         200
## (Intercept)      0.12900783  0.13845165 0.2413631  0.1217701501  0.16078970
## demo$dependents -0.01240908 -0.01670113 0.0178583 -0.0002067514 -0.02536719
##                          201         202         203         204        205
## (Intercept)      0.111264310  0.16078970  0.12900783  0.14162283 0.16460714
## demo$dependents -0.003817097 -0.02536719 -0.01240908 -0.01766957 0.01339796
##                       206        207         208          209          210
## (Intercept)     0.5524655 0.12801302  0.15671972  0.120445160 0.1171890275
## demo$dependents 0.0182244 0.00432224 -0.01918944 -0.008354961 0.0005031372
##                          211          212         213         214         215
## (Intercept)      0.111264310  0.123652012  0.13031869  0.16078970 0.124216986
## demo$dependents -0.003817097 -0.001195545 -0.01257995 -0.02536719 0.002553318
##                        216           217          218        219         220
## (Intercept)     0.49494154  0.1246544656  0.111264310  0.1396078  0.13845165
## demo$dependents 0.02055807 -0.0007800901 -0.003817097 -0.0109717 -0.01670113
##                         221         222         223        224        225
## (Intercept)     0.152262311  0.16078970  0.16078970 0.43869193 0.24119901
## demo$dependents 0.009017768 -0.02536719 -0.02536719 0.02078891 0.01791078
##                          226         227         228         229         230
## (Intercept)      0.118076532  0.14162283  0.13242095  0.14162283  0.13845165
## demo$dependents -0.001928851 -0.01766957 -0.01255798 -0.01766957 -0.01670113
##                        231         232         233          234        235
## (Intercept)     0.26986047  0.14178799 0.180907189  0.135790036 0.30163635
## demo$dependents 0.01950765 -0.01684675 0.008575105 -0.006164116 0.02073143
##                          236          237         238         239         240
## (Intercept)      0.111264310  0.111264310 0.142356361 0.124216986 0.143613390
## demo$dependents -0.003817097 -0.003817097 0.007738418 0.002553318 0.004269836
##                          241         242         243         244        245
## (Intercept)      0.111264310 0.145540962  0.13697579  0.16078970 0.30163635
## demo$dependents -0.003817097 0.003653537 -0.01371852 -0.02536719 0.02073143
##                        246          247         248          249         250
## (Intercept)     0.18866832 0.1171890275  0.13845165  0.111264310  0.16078970
## demo$dependents 0.01486659 0.0005031372 -0.01670113 -0.003817097 -0.02536719
##                          251         252        253          254          255
## (Intercept)     0.1171890275  0.14191965 0.17748672  0.120445160  0.118076532
## demo$dependents 0.0005031372 -0.00296588 0.01291857 -0.008354961 -0.001928851
##                         256         257        258         259         260
## (Intercept)     0.142242191  0.12035749  0.1217862  0.13356266  0.13697579
## demo$dependents 0.004729259 -0.00808221 -0.0085311 -0.01356961 -0.01371852
##                          261       262        263       264       265
## (Intercept)      0.111264310 0.1491198 0.13540057 0.5524655 0.5524655
## demo$dependents -0.003817097 0.0096446 0.00652799 0.0182244 0.0182244
##                         266        267         268         269          270
## (Intercept)      0.16078970 0.16460714  0.14042370 0.182036734  0.111264310
## demo$dependents -0.02536719 0.01339796 -0.01641774 0.009039288 -0.003817097
##                          271          272          273          274         275
## (Intercept)      0.111264310  0.111264310  0.153631494  0.143024689 0.143613390
## demo$dependents -0.003817097 -0.003817097 -0.005111305 -0.009063462 0.004269836
##                          276          277         278          279        280
## (Intercept)      0.134222322  0.111264310  0.13373181  0.120445160 0.30163635
## demo$dependents -0.006091385 -0.003817097 -0.01272885 -0.008354961 0.02073143
##                          281         282        283         284         285
## (Intercept)      0.111264310  0.13845165 0.16460714  0.13611423  0.16078970
## demo$dependents -0.003817097 -0.01670113 0.01339796 -0.01081938 -0.02536719
##                         286         287        288         289        290
## (Intercept)     0.161936838 0.142356361  0.1217862 0.144345665 0.17442352
## demo$dependents 0.006725564 0.007738418 -0.0085311 0.006692008 0.00626676
##                         291         292         293        294          295
## (Intercept)      0.16078970  0.12900783  0.16078970 0.12801302  0.111264310
## demo$dependents -0.02536719 -0.01240908 -0.02536719 0.00432224 -0.003817097
##                         296         297        298         299         300
## (Intercept)      0.16628758  0.15375630 0.38938000 0.162701243  0.16078970
## demo$dependents -0.01992041 -0.02188756 0.02007787 0.009636769 -0.02536719
##                         301         302          303         304          305
## (Intercept)      0.16078970 0.166899675  0.123652012  0.14569507  0.142626568
## demo$dependents -0.02536719 0.007871329 -0.001195545 -0.01524981 -0.006787085
##                         306         307        308        309        310
## (Intercept)      0.12900783  0.13031869 0.34412766 0.19904063 0.27134815
## demo$dependents -0.01240908 -0.01257995 0.01920426 0.01195043 0.01903199
##                         311         312
## (Intercept)     0.134659936 0.124216986
## demo$dependents 0.002574964 0.002553318
## 
## $f.perms
##                 [,1]
##    [1,]  2.065721170
##    [2,]  0.033379179
##    [3,]  0.536800674
##    [4,]  0.316298689
##    [5,]  1.334464456
##    [6,]  1.008707645
##    [7,]  0.601548843
##    [8,]  1.145825466
##    [9,]  0.406942718
##   [10,]  0.663089405
##   [11,]  0.657042208
##   [12,]  0.184581920
##   [13,]  0.729031741
##   [14,]  0.758463590
##   [15,]  1.133224251
##   [16,]  2.986577112
##   [17,]  0.666927164
##   [18,]  0.371750572
##   [19,]  1.211047580
##   [20,]  0.335786285
##   [21,]  3.509960781
##   [22,]  0.792462874
##   [23,]  0.166635079
##   [24,]  0.044133572
##   [25,]  1.992354976
##   [26,]  0.113354534
##   [27,]  0.197879587
##   [28,]  1.283071469
##   [29,]  0.430279018
##   [30,]  0.491724624
##   [31,]  2.411460036
##   [32,]  4.412023571
##   [33,]  2.637872908
##   [34,]  0.624908844
##   [35,]  0.348323766
##   [36,]  0.241934388
##   [37,]  0.016688466
##   [38,]  0.712139341
##   [39,]  0.182452212
##   [40,]  1.658878034
##   [41,]  0.999212309
##   [42,]  1.105942670
##   [43,]  0.181678970
##   [44,]  0.106736500
##   [45,]  1.030226085
##   [46,]  1.980400182
##   [47,]  7.948787584
##   [48,]  0.342059473
##   [49,]  0.721315779
##   [50,]  0.070116782
##   [51,]  3.118676761
##   [52,]  0.326020815
##   [53,]  0.665629758
##   [54,]  0.252678297
##   [55,]  0.068027658
##   [56,]  0.357189165
##   [57,]  0.279319023
##   [58,]  1.089930071
##   [59,]  0.820529056
##   [60,]  0.093527798
##   [61,]  0.096026845
##   [62,]  0.044644773
##   [63,]  0.529666056
##   [64,]  0.987408568
##   [65,]  0.279834856
##   [66,]  2.011152258
##   [67,]  1.321540736
##   [68,]  1.054966221
##   [69,]  0.384860465
##   [70,]  8.614142925
##   [71,]  0.759456093
##   [72,]  0.697400664
##   [73,]  0.306404119
##   [74,]  0.233405863
##   [75,]  0.160136860
##   [76,]  0.510911802
##   [77,]  0.025960380
##   [78,]  0.661160264
##   [79,]  0.363922704
##   [80,]  0.088023628
##   [81,] -0.033697876
##   [82,]  1.010727511
##   [83,]  0.198482799
##   [84,]  0.232710081
##   [85,]  0.465911113
##   [86,]  0.557252156
##   [87,]  0.030706147
##   [88,]  3.178816719
##   [89,]  0.830599059
##   [90,]  0.422744798
##   [91,]  0.065783591
##   [92,]  2.286385556
##   [93,]  0.149667063
##   [94,]  0.932150767
##   [95,]  0.841132080
##   [96,]  0.579995556
##   [97,]  2.403322752
##   [98,]  0.334520436
##   [99,]  0.247040513
##  [100,]  0.116644385
##  [101,]  0.388960825
##  [102,]  0.197608209
##  [103,]  0.074527294
##  [104,]  0.818874626
##  [105,]  0.334304712
##  [106,]  2.856902280
##  [107,]  1.656912508
##  [108,]  0.039855772
##  [109,]  0.442844687
##  [110,]  0.167617137
##  [111,]  0.265970895
##  [112,]  1.885092269
##  [113,]  0.074230940
##  [114,]  0.205908280
##  [115,]  1.137172869
##  [116,]  2.048659110
##  [117,]  0.348207331
##  [118,]  0.452315427
##  [119,]  0.507711215
##  [120,]  1.547754497
##  [121,]  1.235906792
##  [122,]  0.761616060
##  [123,]  7.726858444
##  [124,]  0.215664197
##  [125,]  0.339703070
##  [126,]  0.884475800
##  [127,]  0.321275873
##  [128,]  0.632453407
##  [129,]  1.084612146
##  [130,]  2.023653593
##  [131,]  0.472763687
##  [132,]  0.215897865
##  [133,]  0.280617356
##  [134,]  5.331905491
##  [135,]  2.071349266
##  [136,] -0.066749712
##  [137,]  0.922646069
##  [138,]  0.834566080
##  [139,]  2.326746287
##  [140,]  0.124042381
##  [141,]  1.175549426
##  [142,]  1.343105953
##  [143,]  0.197536439
##  [144,]  1.608310298
##  [145,]  0.504055844
##  [146,]  0.736670223
##  [147,]  0.699224125
##  [148,]  0.147346069
##  [149,]  0.232498445
##  [150,]  0.379890957
##  [151,]  3.393177158
##  [152,]  0.348284028
##  [153,]  0.687104258
##  [154,]  0.509382249
##  [155,]  0.863447733
##  [156,]  1.486478461
##  [157,]  0.664484502
##  [158,]  0.122678278
##  [159,]  2.534231203
##  [160,]  2.128206707
##  [161,]  0.772947709
##  [162,]  0.415821779
##  [163,]  0.940680190
##  [164,]  0.595111013
##  [165,]  1.088870626
##  [166,]  0.734601207
##  [167,]  0.784611327
##  [168,]  0.453893740
##  [169,]  0.070107339
##  [170,]  0.554971643
##  [171,]  0.208979212
##  [172,]  1.106407813
##  [173,]  0.308149673
##  [174,]  0.121281953
##  [175,]  0.708567308
##  [176,]  0.851386453
##  [177,]  2.068409553
##  [178,]  0.736255111
##  [179,]  0.207235655
##  [180,]  0.601241459
##  [181,]  0.013356959
##  [182,]  0.453727517
##  [183,]  0.309238384
##  [184,]  0.115451499
##  [185,]  1.534626505
##  [186,]  0.462780622
##  [187,]  0.521048420
##  [188,]  0.273919156
##  [189,]  0.310122505
##  [190,]  0.585236596
##  [191,]  0.332286609
##  [192,]  1.838391478
##  [193,]  1.136234905
##  [194,]  2.337259992
##  [195,]  0.383364254
##  [196,]  3.805120254
##  [197,]  1.377930530
##  [198,]  0.402795904
##  [199,]  0.322801628
##  [200,]  0.359955196
##  [201,]  0.409562513
##  [202,]  2.022269515
##  [203,]  0.470306917
##  [204,]  0.622517057
##  [205,] -0.032588715
##  [206,]  0.704530538
##  [207,]  0.846227806
##  [208,]  1.371958872
##  [209,]  4.330964601
##  [210,]  1.928053352
##  [211,]  2.145782300
##  [212,]  1.343975885
##  [213,]  6.538402535
##  [214,]  1.220985447
##  [215,]  1.204499655
##  [216,]  0.107878525
##  [217,]  2.929920741
##  [218,]  0.642827578
##  [219,]  0.401296471
##  [220,]  1.026810490
##  [221,]  0.581896547
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##  [771,]  2.041481689
##  [772,]  0.825170052
##  [773,]  0.333469481
##  [774,]  0.343377532
##  [775,]  0.233733324
##  [776,]  1.452186521
##  [777,]  0.868046989
##  [778,]  0.794626571
##  [779,]  2.042627599
##  [780,]  0.374397030
##  [781,]  0.782391820
##  [782,]  0.034388696
##  [783,]  0.479681558
##  [784,] 13.131089090
##  [785,]  0.902427647
##  [786,]  0.268316504
##  [787,]  2.080472971
##  [788,]  0.266207275
##  [789,]  0.498585124
##  [790,]  0.199345330
##  [791,]  1.499561751
##  [792,]  0.509701524
##  [793,]  0.072364571
##  [794,]  0.485153681
##  [795,]  0.307328627
##  [796,]  0.355421112
##  [797,]  0.521927753
##  [798,]  0.540343307
##  [799,]  1.634400457
##  [800,]  0.199642306
##  [801,]  0.847380455
##  [802,]  0.265283185
##  [803,]  0.520509053
##  [804,]  0.541970846
##  [805,]  0.209131602
##  [806,]  0.151205681
##  [807,]  2.272218840
##  [808,]  0.652763550
##  [809,]  0.345376782
##  [810,]  0.360150961
##  [811,]  0.892979835
##  [812,]  4.432632177
##  [813,]  2.387289492
##  [814,]  1.191901272
##  [815,]  0.460138960
##  [816,]  2.910930056
##  [817,]  2.434353056
##  [818,]  1.634831910
##  [819,]  1.237794617
##  [820,]  3.996230803
##  [821,]  0.401476472
##  [822,]  0.175979733
##  [823,]  0.518386166
##  [824,]  1.045038334
##  [825,]  0.352552957
##  [826,]  1.000694912
##  [827,]  0.766076763
##  [828,]  0.543837657
##  [829,]  1.644179668
##  [830,]  1.403639502
##  [831,]  2.765197407
##  [832,]  1.115193826
##  [833,]  4.359596580
##  [834,]  0.402792407
##  [835,]  0.178093931
##  [836,]  0.292067701
##  [837,]  0.023135976
##  [838,]  2.117944826
##  [839,]  1.043042850
##  [840,]  0.568947240
##  [841,]  0.786684512
##  [842,]  0.040072774
##  [843,]  0.741346181
##  [844,]  1.059429028
##  [845,]  0.058964762
##  [846,]  0.401722797
##  [847,]  0.555015909
##  [848,]  0.387792861
##  [849,]  0.102332227
##  [850,]  0.409856124
##  [851,]  0.487777672
##  [852,]  1.038082611
##  [853,]  0.365480815
##  [854,]  2.743343200
##  [855,]  2.036856820
##  [856,]  0.739870136
##  [857,]  0.644548237
##  [858,]  1.477819144
##  [859,]  0.071428512
##  [860,]  0.157767432
##  [861,]  0.179299376
##  [862,]  0.751708662
##  [863,]  0.171177756
##  [864,]  3.462485671
##  [865,]  0.079611313
##  [866,]  0.436103018
##  [867,]  0.791805108
##  [868,]  1.588665792
##  [869,]  0.175957722
##  [870,]  1.167603880
##  [871,]  2.181706773
##  [872,]  0.015092758
##  [873,]  0.442968491
##  [874,]  0.370742280
##  [875,]  1.296965430
##  [876,]  0.348545437
##  [877,]  0.680354932
##  [878,]  1.669148187
##  [879,]  2.103214226
##  [880,]  0.315759422
##  [881,]  0.089170730
##  [882,]  1.852639321
##  [883,]  2.856108331
##  [884,]  0.287071487
##  [885,]  0.739924489
##  [886,]  0.863477291
##  [887,]  0.855532492
##  [888,] -0.055860422
##  [889,]  0.145985488
##  [890,]  0.052464489
##  [891,]  0.563948372
##  [892,]  0.967687962
##  [893,]  0.124132643
##  [894,]  0.867414424
##  [895,]  0.445285417
##  [896,]  0.113168010
##  [897,]  2.113321050
##  [898,]  1.204292358
##  [899,]  1.202437318
##  [900,]  0.961127702
##  [901,]  1.497614594
##  [902,]  0.148810346
##  [903,]  1.477575138
##  [904,]  0.196873959
##  [905,]  4.344190715
##  [906,]  0.200933771
##  [907,]  0.173754881
##  [908,]  1.348145837
##  [909,]  0.193924913
##  [910,]  0.829894589
##  [911,]  0.681103705
##  [912,]  1.142852569
##  [913,]  0.691206253
##  [914,]  2.534332770
##  [915,]  0.738717562
##  [916,]  0.568380828
##  [917,]  0.059692505
##  [918,]  3.113736335
##  [919,]  0.330671362
##  [920,]  4.742603073
##  [921,]  1.546040350
##  [922,]  0.788070771
##  [923,]  0.119423530
##  [924,]  1.826826528
##  [925,]  0.343918005
##  [926,]  0.288005322
##  [927,]  0.431589552
##  [928,]  0.530267505
##  [929,]  0.690128165
##  [930,] -0.029710111
##  [931,]  2.932943856
##  [932,]  0.266761442
##  [933,]  1.509853784
##  [934,]  0.186717063
##  [935,]  0.680099363
##  [936,]  0.027653149
##  [937,]  0.370079852
##  [938,]  0.178545601
##  [939,]  2.444376971
##  [940,]  0.672825644
##  [941,]  0.095505218
##  [942,]  3.027896371
##  [943,]  0.603994336
##  [944,]  0.386318261
##  [945,]  1.900501607
##  [946,]  0.374496631
##  [947,]  1.223172645
##  [948,]  0.468941420
##  [949,]  0.094243560
##  [950,]  1.669808477
##  [951,]  0.385897450
##  [952,]  0.365133400
##  [953,] -0.015811935
##  [954,]  0.291643626
##  [955,]  0.282339706
##  [956,]  0.257703459
##  [957,]  7.976707131
##  [958,]  0.068168745
##  [959,]  0.804903979
##  [960,]  1.203316794
##  [961,]  0.169797312
##  [962,]  2.881672525
##  [963,]  1.877044804
##  [964,]  1.006181399
##  [965,]  0.216523376
##  [966,]  1.359505965
##  [967,]  2.734492665
##  [968,]  0.140507518
##  [969,] -0.115208889
##  [970,] 11.150848098
##  [971,]  1.184822001
##  [972,]  2.490680703
##  [973,]  1.989307596
##  [974,]  5.420489953
##  [975,]  3.772057059
##  [976,]  0.449139043
##  [977,]  2.380290229
##  [978,]  0.771852341
##  [979,]  0.754165870
##  [980,]  1.443044862
##  [981,]  0.769081833
##  [982,]  0.880121091
##  [983,]  0.259421689
##  [984,]  0.497913569
##  [985,]  1.671565923
##  [986,]  0.478784373
##  [987,]  0.707017583
##  [988,]  0.529722974
##  [989,]  0.483020720
##  [990,]  0.215384710
##  [991,]  0.282868483
##  [992,]  0.299641369
##  [993,]  1.227424913
##  [994,]  0.268710936
##  [995,]  0.474706724
##  [996,]  2.460206194
##  [997,]  0.168528332
##  [998,]  0.150154382
##  [999,]  0.528070426
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## sd ~ demo$dependents
## attr(,"variables")
## list(sd, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## sd                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Self-Efficacy

Now, Self-Efficacy:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0169 0.016878 0.66944 0.00215  0.488
## Residuals       310    7.8157 0.025212         0.99785       
## Total           311    7.8325                  1.00000       
## 
## $call
## adonis(formula = se ~ demo$dependents)
## 
## $coefficients
##                 self_determition_ave        se1        se2        se3       se4
## (Intercept)                3.7351827 3.77546673 4.09726263 3.77088535 3.9307754
## demo$dependents            0.1962341 0.06498683 0.07774596 0.05284618 0.0765548
##                        se5 self_efficacy_ave
## (Intercept)     4.09362043        3.93360211
## demo$dependents 0.03809415        0.06204558
## 
## $coef.sites
##                           1            2            3            4           5
## (Intercept)      0.13898327  0.117124732  0.108230940  0.116791734  0.13898327
## demo$dependents -0.01159025 -0.007765048 -0.004079939 -0.005598193 -0.01159025
##                            6            7           8            9          10
## (Intercept)      0.129150542  0.178095697  0.13898327  0.116828518 0.549097530
## demo$dependents -0.002170162 -0.001446154 -0.01159025 -0.001657811 0.009901938
##                           11           12           13           14          15
## (Intercept)      0.125469519  0.108063182  0.108230940  0.107570279  0.12591034
## demo$dependents -0.001270926 -0.004818578 -0.004079939 -0.003484567 -0.01032416
##                           16           17           18          19           20
## (Intercept)      0.107570279  0.132211402  0.111814768  0.13499747  0.120503292
## demo$dependents -0.003484567 -0.008523805 -0.002184806 -0.01035895 -0.002083842
##                           21           22            23          24
## (Intercept)      0.109978447 0.1941225816  0.1483326790  0.11763866
## demo$dependents -0.002651908 0.0006675254 -0.0002490542 -0.00313431
##                           25         26           27           28          29
## (Intercept)      0.107570279 0.56654065  0.117087186 0.2451171795  0.13898327
## demo$dependents -0.003484567 0.01005373 -0.007017656 0.0009767279 -0.01159025
##                            30          31         32           33           34
## (Intercept)      0.1471585459  0.12886425 0.52497450  0.130645920  0.118691188
## demo$dependents -0.0006415608 -0.01080555 0.01002402 -0.001568733 -0.004132047
##                           35           36           37           38         39
## (Intercept)      0.177391004  0.128202120  0.132689550  0.115682345 0.52497450
## demo$dependents -0.002838327 -0.008889914 -0.009047516 -0.006952844 0.01002402
##                           40           41           42           43          44
## (Intercept)      0.122777623  0.122932538  0.125241146  0.118087401  0.12144912
## demo$dependents -0.006380593 -0.009785643 -0.008792373 -0.007777825 -0.00814217
##                          45           46          47          48           49
## (Intercept)      0.13898327  0.168578103 0.444529342 0.329484599  0.129150542
## demo$dependents -0.01159025 -0.001732319 0.007001305 0.002286846 -0.002170162
##                           50         51           52          53         54
## (Intercept)      0.109350897 0.56654065  0.217815106  0.11201473 0.56654065
## demo$dependents -0.004776619 0.01005373 -0.002999196 -0.00137691 0.01005373
##                          55          56           57           58           59
## (Intercept)      0.10876823  0.11201473  0.107426151  0.124303898  0.111691457
## demo$dependents -0.00243128 -0.00137691 -0.004237699 -0.007724491 -0.006079779
##                           60           61           62           63
## (Intercept)     0.1747192632  0.126723206  0.123234645  0.107426151
## demo$dependents 0.0003029493 -0.009069312 -0.007130755 -0.004237699
##                            64           65          66          67           68
## (Intercept)      0.1352065436  0.137901816 0.311209529  0.13686731  0.136697353
## demo$dependents -0.0007294075 -0.001408146 0.002860777 -0.01119991 -0.006687341
##                           69           70           71           72
## (Intercept)      0.111037092  0.144336711  0.138800076  0.107426151
## demo$dependents -0.005560939 -0.004285105 -0.005920382 -0.004237699
##                           73           74          75           76           77
## (Intercept)      0.132603762  0.159984058  0.13898327  0.126417693  0.132689550
## demo$dependents -0.008193132 -0.003185265 -0.01159025 -0.005724579 -0.009047516
##                          78            79           80          81           82
## (Intercept)     0.557698315  0.1503623468  0.132211402  0.13085014  0.115682345
## demo$dependents 0.009999595 -0.0009858286 -0.008523805 -0.01033233 -0.006952844
##                          83           84          85          86            87
## (Intercept)     0.382061590  0.110147670  0.10876823  0.11855417  0.1404980379
## demo$dependents 0.005995881 -0.001856935 -0.00243128 -0.00692688 -0.0004764456
##                          88           89           90           91           92
## (Intercept)     0.540813371  0.116877017  0.111195404  0.115556996  0.109984689
## demo$dependents 0.009736134 -0.006104747 -0.003800615 -0.006567962 -0.004822765
##                           93           94           95          96           97
## (Intercept)      0.113797121  0.175639694  0.141529776  0.13499747  0.122465304
## demo$dependents -0.005633388 -0.004010331 -0.006230237 -0.01035895 -0.009099731
##                         98           99          100          101          102
## (Intercept)     0.34125760  0.141724414  0.108063182  0.122932538  0.132211402
## demo$dependents 0.00196485 -0.002594347 -0.004818578 -0.009785643 -0.008523805
##                          103          104         105         106          107
## (Intercept)     0.2588701326  0.121735812  0.13898327 0.305669913  0.117957832
## demo$dependents 0.0008550154 -0.001139877 -0.01159025 0.001554163 -0.004131639
##                          108           109          110          111
## (Intercept)     0.1623046613  0.1171212783  0.164105813  0.177697985
## demo$dependents 0.0006424427 -0.0008332024 -0.003453704 -0.004668424
##                         112          113          114          115          116
## (Intercept)      0.13686731  0.107570279  0.107426151  0.244161205  0.136697353
## demo$dependents -0.01119991 -0.003484567 -0.004237699 -0.001657791 -0.006687341
##                          117          118         119         120          121
## (Intercept)      0.118721180  0.148780479  0.13284296  0.29444239  0.107570279
## demo$dependents -0.005862545 -0.009058078 -0.00142975 -0.00323674 -0.003484567
##                          122         123          124           125
## (Intercept)      0.111037092  0.13686731  0.144888358  0.1828096124
## demo$dependents -0.005560939 -0.01119991 -0.004422805 -0.0002707045
##                          126          127          128         129        130
## (Intercept)      0.133533021  0.125596800  0.141010144  0.13686731  0.1310523
## demo$dependents -0.007604256 -0.002971094 -0.001018629 -0.01119991 -0.0112050
##                          131          132          133          134
## (Intercept)      0.182348402  0.136876804  0.153558316  0.111959850
## demo$dependents -0.003906744 -0.002114146 -0.005994512 -0.006901458
##                          135         136          137          138          139
## (Intercept)      0.110793078  0.13898327  0.130122843  0.115736993  0.161646263
## demo$dependents -0.006264905 -0.01159025 -0.009561209 -0.003912017 -0.002560103
##                         140          141         142         143           144
## (Intercept)      0.12886425  0.138999883  0.18145945  0.13499747  0.1242029578
## demo$dependents -0.01080555 -0.003071926 -0.00166022 -0.01035895 -0.0008112761
##                          145          146          147         148         149
## (Intercept)      0.120120265  0.123782323  0.132211402 0.278155668 0.504795328
## demo$dependents -0.000692471 -0.007186505 -0.008523805 0.002439433 0.007655406
##                          150          151         152          153          154
## (Intercept)      0.131719609  0.177697985  0.13898327  0.107871773  0.119328529
## demo$dependents -0.002089227 -0.004668424 -0.01159025 -0.003102965 -0.003818351
##                          155         156         157         158          159
## (Intercept)      0.116123788  0.13898327  0.13898327  0.13898327  0.115895071
## demo$dependents -0.007118633 -0.01159025 -0.01159025 -0.01159025 -0.006218117
##                           160          161          162          163
## (Intercept)      0.1529614661  0.118146369  0.115556996  0.129664298
## demo$dependents -0.0008109027 -0.003400996 -0.006567962 -0.009601056
##                          164         165          166          167          168
## (Intercept)      0.109978447  0.13898327  0.114023339  0.117124732  0.108230940
## demo$dependents -0.002651908 -0.01159025 -0.006463267 -0.007765048 -0.004079939
##                         169          170         171          172          173
## (Intercept)      0.13686731  0.124508100  0.13489633  0.140998714  0.116828518
## demo$dependents -0.01119991 -0.008607535 -0.00710314 -0.004818102 -0.001657811
##                          174          175          176        177           178
## (Intercept)      0.110298882  0.137096768  0.138965581 0.47967232  0.1703131542
## demo$dependents -0.004453234 -0.003868708 -0.006414643 0.00860667 -0.0004949912
##                          179          180          181          182
## (Intercept)      0.125705705  0.115556996  0.113225871  0.157415074
## demo$dependents -0.001045117 -0.006567962 -0.006504793 -0.002654133
##                          183          184          185           186
## (Intercept)      0.128661619  0.160436572  0.135446118  0.1520545139
## demo$dependents -0.009930318 -0.001341448 -0.009542403 -0.0002047761
##                          187           188         189         190          191
## (Intercept)      0.109150757  0.1371743218  0.13686731  0.13898327  0.221219588
## demo$dependents -0.005498832 -0.0008455227 -0.01119991 -0.01159025 -0.001528551
##                          192         193          194          195          196
## (Intercept)      0.132211402  0.13898327  0.128661619  0.120410334  0.125251936
## demo$dependents -0.008523805 -0.01159025 -0.009930318 -0.005780475 -0.008356494
##                        197          198          199         200          201
## (Intercept)      0.1135506  0.148925947  0.132603762  0.13898327  0.107570279
## demo$dependents -0.0076477 -0.002179362 -0.008193132 -0.01159025 -0.003484567
##                          202          203          204          205        206
## (Intercept)      0.117958858  0.109350897  0.123671833  0.135809414 0.56654065
## demo$dependents -0.008970822 -0.004776619 -0.008606853 -0.002403391 0.01005373
##                          207          208          209          210
## (Intercept)      0.123956821  0.126462001  0.112983279  0.130340955
## demo$dependents -0.004358695 -0.008255139 -0.005799768 -0.002735631
##                          211          212          213          214
## (Intercept)      0.118581993  0.110626428  0.135189175  0.122465304
## demo$dependents -0.007115181 -0.005315027 -0.004897122 -0.009099731
##                           215           216          217          218
## (Intercept)      0.1678324198  0.1590590455  0.132603762  0.109984689
## demo$dependents -0.0006266941 -0.0002390808 -0.008193132 -0.004822765
##                          219          220          221         222         223
## (Intercept)      0.132689550  0.125833157  0.150530919  0.13898327  0.13898327
## demo$dependents -0.009047516 -0.008181602 -0.002931834 -0.01159025 -0.01159025
##                          224           225          226          227
## (Intercept)      0.167332166  0.1950572093  0.118146369  0.123558992
## demo$dependents -0.001395816 -0.0008089124 -0.003400996 -0.007403986
##                          228          229         230         231          232
## (Intercept)      0.109350897  0.113324951  0.13499747 0.357452672  0.126723206
## demo$dependents -0.004776619 -0.006843815 -0.01035895 0.003907073 -0.009069312
##                          233          234        235          236          237
## (Intercept)      0.125591703  0.132235253 0.52497450  0.107570279  0.110308084
## demo$dependents -0.002328317 -0.004479919 0.01002402 -0.003484567 -0.005674684
##                          238           239           240          241
## (Intercept)      0.119801891  0.1828096124  0.2519641074  0.107570279
## demo$dependents -0.001631133 -0.0002707045 -0.0008050342 -0.003484567
##                         242          243         244          245         246
## (Intercept)      0.15288233  0.116921151  0.13898327  0.153738908 0.214573620
## demo$dependents -0.00325895 -0.006198893 -0.01159025 -0.002231353 0.001412673
##                          247          248          249          250
## (Intercept)      0.107731331  0.147308644  0.242756022  0.115682345
## demo$dependents -0.003866086 -0.006881915 -0.000321532 -0.006952844
##                          251          252           253          254
## (Intercept)      0.136876804  0.124148103  0.1281882935  0.124508100
## demo$dependents -0.002114146 -0.006845368 -0.0007159595 -0.008607535
##                          255          256          257          258         259
## (Intercept)      0.132178311  0.112865438  0.132689550  0.132689550  0.13358673
## demo$dependents -0.002776985 -0.004136117 -0.009047516 -0.009047516 -0.00966359
##                         260          261          262          263         264
## (Intercept)     0.473853885  0.107570279  0.121735812  0.110147670 0.339598789
## demo$dependents 0.002858222 -0.003484567 -0.001139877 -0.001856935 0.001947189
##                         265         266           267         268          269
## (Intercept)     0.474899519  0.13898327  0.1263646646  0.13499747 0.2045854485
## demo$dependents 0.006874481 -0.01159025 -0.0006746393 -0.01035895 0.0002730652
##                          270          271          272          273
## (Intercept)      0.115469091  0.114891202  0.157628432  0.163505559
## demo$dependents -0.005791839 -0.005806675 -0.002642496 -0.002468039
##                          274          275          276          277
## (Intercept)      0.132689550  0.228135889  0.159091985  0.107570279
## demo$dependents -0.009047516 -0.001758443 -0.002203405 -0.003484567
##                          278          279         280          281          282
## (Intercept)      0.111959850  0.112725632 0.362913784  0.175639694  0.110793078
## demo$dependents -0.006901458 -0.004953789 0.003966246 -0.004010331 -0.006264905
##                         283          284          285         286          287
## (Intercept)      0.11440245  0.116123788  0.122932538  0.12194849  0.120985085
## demo$dependents -0.00105589 -0.007118633 -0.009785643 -0.00136931 -0.004712092
##                          288         289          290         291          292
## (Intercept)      0.132689550  0.14434526  0.128427656  0.13898327  0.117087186
## demo$dependents -0.009047516 -0.00125735 -0.006192287 -0.01159025 -0.007017656
##                         293         294          295          296          297
## (Intercept)      0.13898327  0.10876823  0.123782323  0.119323040  0.122986841
## demo$dependents -0.01159025 -0.00243128 -0.007186505 -0.006208146 -0.006607146
##                         298          299         300         301          302
## (Intercept)     0.540813371  0.136697353  0.13898327  0.13898327  0.123888864
## demo$dependents 0.009736134 -0.006687341 -0.01159025 -0.01159025 -0.001003815
##                          303         304          305          306          307
## (Intercept)      0.107871773  0.13358673  0.117095694  0.117087186  0.111959850
## demo$dependents -0.003102965 -0.00966359 -0.003295726 -0.007017656 -0.006901458
##                         308          309         310         311         312
## (Intercept)     0.280204212  0.124305662 0.268777194  0.10876823  0.19701755
## demo$dependents 0.003295334 -0.003313547 0.002156612 -0.00243128 -0.00293953
## 
## $f.perms
##                  [,1]
##    [1,]  0.2782203835
##    [2,]  0.2156076554
##    [3,]  1.5279034578
##    [4,]  1.5616850600
##    [5,]  0.2260073042
##    [6,]  0.5631326937
##    [7,]  0.7596250671
##    [8,]  2.1911139865
##    [9,]  1.1447493236
##   [10,]  0.9432760220
##   [11,]  0.4999349153
##   [12,]  0.0904360219
##   [13,]  1.1953902670
##   [14,]  1.1913089232
##   [15,]  0.4281576830
##   [16,]  1.8979530552
##   [17,]  0.6339946530
##   [18,]  0.4842319784
##   [19,]  1.0197236777
##   [20,]  0.3215254991
##   [21,]  5.7727389846
##   [22,]  2.1043815692
##   [23,]  0.6895226298
##   [24,]  0.9130264556
##   [25,]  0.3238583710
##   [26,]  0.2553930376
##   [27,]  0.4816842170
##   [28,]  0.8050146228
##   [29,]  0.1852631685
##   [30,]  1.0062906770
##   [31,]  0.7875091505
##   [32,]  4.3459616256
##   [33,]  0.0407934710
##   [34,]  0.2012492860
##   [35,]  1.1108720081
##   [36,]  0.7473214862
##   [37,]  0.4292200034
##   [38,]  0.0577348450
##   [39,]  0.3126645895
##   [40,]  1.4102821493
##   [41,]  0.6935019960
##   [42,]  2.3425639413
##   [43,]  0.1174601568
##   [44,]  0.5231175725
##   [45,]  1.6576307705
##   [46,]  1.0674293683
##   [47,] 17.3278827990
##   [48,] -0.0048185319
##   [49,]  0.6425708598
##   [50,]  1.7168000190
##   [51,]  3.4513115433
##   [52,]  0.7124085091
##   [53,]  0.5765320812
##   [54,]  0.6806699736
##   [55,]  0.2499794793
##   [56,]  0.3160014425
##   [57,]  0.7435373363
##   [58,]  0.4166872349
##   [59,]  0.9429507021
##   [60,]  0.2330065036
##   [61,]  0.5361686379
##   [62,]  0.1575487472
##   [63,]  0.3510517769
##   [64,]  0.6554975570
##   [65,] -0.0135194763
##   [66,]  2.7209389928
##   [67,]  0.9198922093
##   [68,]  1.9399633891
##   [69,] -0.0970661074
##   [70,]  7.8713055003
##   [71,]  0.7190555713
##   [72,]  0.1630909396
##   [73,]  0.4716259202
##   [74,]  0.3520559695
##   [75,]  0.5522868513
##   [76,]  0.1773622324
##   [77,]  1.6382058583
##   [78,]  0.3910926165
##   [79,]  0.2835626802
##   [80,]  0.6944492307
##   [81,]  0.0814243019
##   [82,]  3.8401194304
##   [83,]  0.2473878576
##   [84,]  0.6893190214
##   [85,]  0.7599065847
##   [86,]  0.2249937294
##   [87,]  0.0497510889
##   [88,]  2.2673192495
##   [89,]  0.4799815568
##   [90,]  0.5789148934
##   [91,]  1.4485702986
##   [92,]  1.4016315489
##   [93,]  3.1948029627
##   [94,]  1.9216816393
##   [95,]  0.9839384218
##   [96,]  1.7628372002
##   [97,]  0.7034239667
##   [98,]  0.5204887719
##   [99,]  0.8960595175
##  [100,]  0.4691134091
##  [101,]  2.5485310448
##  [102,]  0.0425614214
##  [103,]  0.5963537848
##  [104,]  0.0311854575
##  [105,]  0.7577059285
##  [106,]  0.8745320411
##  [107,]  0.3647120456
##  [108,]  0.0513742294
##  [109,]  0.7264880950
##  [110,]  0.7337691832
##  [111,]  0.9151485117
##  [112,]  1.0603596114
##  [113,]  0.7821334777
##  [114,]  0.8789520150
##  [115,]  0.0666660434
##  [116,]  0.1548464234
##  [117,]  0.1937447455
##  [118,]  1.0567878151
##  [119,]  0.1275866856
##  [120,]  1.3762264972
##  [121,]  0.4400871707
##  [122,]  0.8070376063
##  [123,] 10.4022071124
##  [124,]  1.4740773807
##  [125,]  5.7362835573
##  [126,]  0.2874818818
##  [127,]  0.0231167169
##  [128,]  0.9220673388
##  [129,]  0.2818858537
##  [130,]  0.3846431027
##  [131,]  2.5146415261
##  [132,]  0.9628670660
##  [133,]  0.6208657082
##  [134,]  0.6315829118
##  [135,]  1.3006903701
##  [136,]  0.2086281249
##  [137,]  0.7565738774
##  [138,]  1.2712268741
##  [139,]  0.5599106975
##  [140,]  0.3181990537
##  [141,]  0.7342676050
##  [142,]  1.8473773537
##  [143,]  0.8367882945
##  [144,]  1.1443014984
##  [145,]  0.1814034091
##  [146,]  0.7839967900
##  [147,]  0.4608466821
##  [148,]  0.0762348967
##  [149,]  0.1242804754
##  [150,]  0.1016401752
##  [151,]  1.7268125030
##  [152,]  0.3475926545
##  [153,]  1.6028222881
##  [154,]  0.2347856178
##  [155,]  1.6034787231
##  [156,]  0.6850285916
##  [157,]  0.7339574670
##  [158,]  1.2336419706
##  [159,]  2.5649094941
##  [160,]  0.5359997714
##  [161,]  4.3178035552
##  [162,]  0.4331728272
##  [163,]  0.5334439988
##  [164,]  0.1177227990
##  [165,]  0.0150457755
##  [166,]  0.2908566186
##  [167,]  3.7867365059
##  [168,]  0.3165966615
##  [169,]  0.1590490943
##  [170,]  1.3806991067
##  [171,]  0.5698858781
##  [172,]  1.3207341209
##  [173,]  1.2228819407
##  [174,]  0.1911417028
##  [175,]  0.9094564325
##  [176,]  0.2715487160
##  [177,]  0.4401055841
##  [178,]  1.5558721832
##  [179,]  0.6730871316
##  [180,]  2.3638865679
##  [181,]  0.6983699696
##  [182,]  0.2874070824
##  [183,]  0.2740811715
##  [184,]  0.1624450091
##  [185,]  1.0967028082
##  [186,]  0.1082349224
##  [187,]  0.9822579946
##  [188,]  0.6822211532
##  [189,]  2.6640726312
##  [190,]  0.2797799517
##  [191,]  0.3828251711
##  [192,] -0.1281795378
##  [193,]  2.3272703586
##  [194,]  4.3218186052
##  [195,]  0.9007633515
##  [196,]  6.9947395561
##  [197,]  0.3247708357
##  [198,]  0.4745834716
##  [199,]  1.2969582037
##  [200,]  0.7617156519
##  [201,]  0.4846015659
##  [202,]  0.3996831009
##  [203,]  1.6249594744
##  [204,]  1.0380163202
##  [205,]  0.3602475611
##  [206,]  0.4137280280
##  [207,]  0.3230516533
##  [208,]  0.7367037088
##  [209,]  7.1392818329
##  [210,]  2.1726441506
##  [211,]  0.5098142748
##  [212,]  0.3196303437
##  [213,]  3.2217130159
##  [214,] -0.0674474902
##  [215,]  4.2574150277
##  [216,]  0.1446610410
##  [217,]  4.2867054162
##  [218,]  1.9766367476
##  [219,]  0.6117700314
##  [220,]  1.9363678469
##  [221,]  0.4508702971
##  [222,]  0.4813585136
##  [223,]  0.0914221181
##  [224,]  2.7193984189
##  [225,]  0.9461035662
##  [226,]  2.5547882184
##  [227,]  0.4683526258
##  [228,]  0.2160623107
##  [229,]  0.9104064844
##  [230,]  0.1896215929
##  [231,]  0.6469991631
##  [232,] -0.0002257129
##  [233,]  0.2197584315
##  [234,]  0.2670464726
##  [235,]  0.3177227517
##  [236,]  0.5910819516
##  [237,]  0.2569840134
##  [238,]  0.3342742149
##  [239,]  0.3661011694
##  [240,]  1.4613036490
##  [241,]  0.0859236556
##  [242,]  0.5088508911
##  [243,]  0.1940691507
##  [244,]  0.1091770515
##  [245,]  1.3877508356
##  [246,]  0.6716413988
##  [247,]  1.3149226324
##  [248,]  2.4594108173
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##  [782,]  0.1137713171
##  [783,]  1.6205546451
##  [784,]  7.2591679662
##  [785,]  0.2752213324
##  [786,]  0.1794154270
##  [787,]  2.1236300561
##  [788,]  0.2167950013
##  [789,]  0.3069640204
##  [790,]  0.0189391166
##  [791,]  1.2257047949
##  [792,]  0.2288338454
##  [793,] -0.0421163390
##  [794,]  0.2051097420
##  [795,]  0.7881375296
##  [796,]  0.2648850276
##  [797,]  0.1836285866
##  [798,]  2.2126911626
##  [799,]  0.5644544433
##  [800,]  0.2122758686
##  [801,]  0.1572685626
##  [802,]  0.2904185836
##  [803,]  0.5278988050
##  [804,]  1.2132536716
##  [805,]  0.0786045313
##  [806,]  0.7900720105
##  [807,]  0.9381031942
##  [808,]  0.1902738606
##  [809,]  0.5862690906
##  [810,]  0.0296406166
##  [811,]  1.5798545826
##  [812,]  5.6630210439
##  [813,]  0.6914387799
##  [814,]  1.4185193856
##  [815,]  0.6253304844
##  [816,]  1.4844100111
##  [817,]  2.9243926875
##  [818,]  1.8974994736
##  [819,]  5.0926661539
##  [820,]  1.4528640399
##  [821,]  0.1463891957
##  [822,]  0.1479034600
##  [823,]  1.0925782748
##  [824,]  1.1597069589
##  [825,]  0.2567152620
##  [826,]  1.4475768540
##  [827,]  1.0030876832
##  [828,]  0.4825842847
##  [829,]  0.8911764598
##  [830,]  0.5751623296
##  [831,]  3.3719801991
##  [832,]  0.8725890327
##  [833,]  2.4066416585
##  [834,]  0.1128262590
##  [835,]  0.3707193914
##  [836,]  0.1243687984
##  [837,]  0.6571617579
##  [838,]  1.5143219714
##  [839,]  1.4497679046
##  [840,]  0.2344306429
##  [841,]  0.3802539694
##  [842,]  0.7019585844
##  [843,]  1.1083648160
##  [844,]  0.7003141934
##  [845,]  0.2807313956
##  [846,]  0.3096237555
##  [847,]  0.5358862282
##  [848,]  2.0221673531
##  [849,]  0.1396423617
##  [850,]  0.3342238932
##  [851,]  0.1618851368
##  [852,]  0.1059300990
##  [853,]  0.1798487377
##  [854,]  4.2858122883
##  [855,]  1.8120679755
##  [856,]  0.7458054031
##  [857,]  0.5976916772
##  [858,]  0.3444652364
##  [859,]  0.3379361030
##  [860,]  0.4893360121
##  [861,]  0.7261625556
##  [862,]  0.4303008324
##  [863,]  0.0473959762
##  [864,]  1.8018443366
##  [865,]  0.9825242253
##  [866,]  0.2095489903
##  [867,]  1.2797748110
##  [868,]  1.9258870960
##  [869,]  0.8497737962
##  [870,]  1.5256343900
##  [871,]  1.8467515620
##  [872,]  1.1700170744
##  [873,]  0.2865152333
##  [874,]  0.6221395625
##  [875,]  0.9716569343
##  [876,]  0.4723522235
##  [877,]  0.5082546511
##  [878,]  5.0728245844
##  [879,]  1.5482125875
##  [880,]  0.1445625541
##  [881,]  0.8421407490
##  [882,]  2.3533979896
##  [883,]  3.4429748463
##  [884,]  0.4316045192
##  [885,]  1.1527189512
##  [886,]  0.5246669981
##  [887,]  2.0928233469
##  [888,]  0.3784477883
##  [889,]  1.0486315567
##  [890,]  0.6084091522
##  [891,]  1.7018530559
##  [892,]  1.0048832584
##  [893,]  0.2398208511
##  [894,]  0.6492487301
##  [895,]  0.0270651362
##  [896,]  0.2816136471
##  [897,]  1.6666279233
##  [898,]  0.4881281771
##  [899,]  0.9198077362
##  [900,]  1.0621664191
##  [901,]  1.6964842535
##  [902,]  0.3376065653
##  [903,]  1.1056448204
##  [904,]  1.7331355997
##  [905,]  3.4825603921
##  [906,]  0.3094258438
##  [907,]  0.9713571978
##  [908,]  1.4814304324
##  [909,]  0.9672172279
##  [910,]  0.4124204628
##  [911,]  0.5186185112
##  [912,]  1.3012797828
##  [913,]  0.4966673987
##  [914,]  1.0398270836
##  [915,]  2.2506080174
##  [916,]  0.1034897392
##  [917,]  0.9008278097
##  [918,]  1.6503189729
##  [919,]  0.7034864028
##  [920,]  0.7596182507
##  [921,]  2.1148673634
##  [922,]  0.6054525551
##  [923,]  0.6077772430
##  [924,]  0.4092400233
##  [925,]  0.3804568953
##  [926,]  0.1286286167
##  [927,]  0.2005226928
##  [928,]  0.1278132684
##  [929,]  0.5186080873
##  [930,]  0.8824505745
##  [931,]  2.8548148185
##  [932,]  0.7304003779
##  [933,]  0.3091873282
##  [934,]  1.6981134155
##  [935,]  0.0626923872
##  [936,]  0.3550339761
##  [937,]  0.2715046560
##  [938,]  2.1331861427
##  [939,]  1.4188302525
##  [940,]  0.6744562978
##  [941,]  0.0776558117
##  [942,]  2.0291550988
##  [943,]  0.2068027608
##  [944,] -0.0129018164
##  [945,]  1.7671610939
##  [946,]  0.5889886859
##  [947,]  2.5705221584
##  [948,]  0.4202324309
##  [949,]  1.4582826128
##  [950,]  1.0177632556
##  [951,]  1.2873045124
##  [952,]  0.4363196159
##  [953,]  0.0728429110
##  [954,]  0.2727744400
##  [955,]  0.5751400520
##  [956,]  0.0620967574
##  [957,]  0.7651017776
##  [958,]  0.1216631112
##  [959,]  0.1798424880
##  [960,]  0.4578887691
##  [961,]  0.3557569829
##  [962,]  0.8714175957
##  [963,]  0.5400797531
##  [964,]  0.5167465624
##  [965,]  0.3620741289
##  [966,]  2.3478531799
##  [967,]  0.4250051465
##  [968,]  1.2961214981
##  [969,]  0.0771187526
##  [970,]  5.5932058529
##  [971,]  0.6483414818
##  [972,]  2.0670235282
##  [973,]  0.8297099721
##  [974,]  2.0982710425
##  [975,]  1.8709108919
##  [976,]  1.2084687292
##  [977,]  2.1639880512
##  [978,]  0.7197576430
##  [979,]  0.1428148398
##  [980,]  1.5266435346
##  [981,]  0.3054359786
##  [982,]  0.5631386734
##  [983,]  1.3907336912
##  [984,]  0.1914181401
##  [985,]  0.9616791763
##  [986,]  0.1350685701
##  [987,]  0.2616182042
##  [988,]  1.1858428205
##  [989,]  0.5226002239
##  [990,]  0.0774590393
##  [991,]  0.0697207683
##  [992,]  0.4650479548
##  [993,]  0.5533036803
##  [994,]  1.5195774990
##  [995,]  0.1405479815
##  [996,]  3.2616868722
##  [997,]  0.5574813182
##  [998,]  0.4643106502
##  [999,]  0.5280367641
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## se ~ demo$dependents
## attr(,"variables")
## list(se, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## se                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Grade Motivation

Now, Grade Motivation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs   MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0035 0.0035482 0.15971 0.00051  0.885
## Residuals       310    6.8873 0.0222172         0.99949       
## Total           311    6.8909                   1.00000       
## 
## $call
## adonis(formula = gm ~ demo$dependents)
## 
## $coefficients
##                        gm1        gm2        gm3        gm4         gm5
## (Intercept)     4.55375100 4.49987401 4.50983851 4.56156225  3.87715038
## demo$dependents 0.04744016 0.06466613 0.04107204 0.03813996 -0.03555148
## 
## $coef.sites
##                            1           2            3            4            5
## (Intercept)      0.077570282 0.108154986  0.072640427  0.072640427  0.080055784
## demo$dependents -0.003540469 0.002167217 -0.003869879 -0.003869879 -0.006200771
##                            6            7            8            9
## (Intercept)     0.0983789589 9.549696e-02  0.077570282  0.072640427
## demo$dependents 0.0003649153 7.051744e-05 -0.003540469 -0.003869879
##                           10           11           12           13
## (Intercept)      0.077570282  0.077570282  0.077570282  0.072640427
## demo$dependents -0.003540469 -0.003540469 -0.003540469 -0.003869879
##                           14           15          16           17          18
## (Intercept)      0.077570282  0.077570282 0.129218482  0.077570282 0.120192882
## demo$dependents -0.003540469 -0.003540469 0.001457863 -0.003540469 0.003819781
##                           19            20           21           22
## (Intercept)      0.080055784  0.1167548717  0.077570282  0.077570282
## demo$dependents -0.006200771 -0.0001812513 -0.003540469 -0.003540469
##                           23          24           25          26           27
## (Intercept)     0.0935995735 0.253336474  0.072640427 0.607647349  0.110922765
## demo$dependents 0.0001137917 0.003402061 -0.003869879 0.002066455 -0.003604415
##                          28           29          30           31          32
## (Intercept)     0.111671810  0.077570282  0.08917775  0.080055784 0.422976882
## demo$dependents 0.001854736 -0.003540469 -0.00166080 -0.006200771 0.002700345
##                           33           34           35           36
## (Intercept)      0.080055784  0.072640427  0.080055784  0.077570282
## demo$dependents -0.006200771 -0.003869879 -0.006200771 -0.003540469
##                           37           38          39           40           41
## (Intercept)      0.080055784  0.080055784 0.607647349  0.077570282  0.080055784
## demo$dependents -0.006200771 -0.006200771 0.002066455 -0.003540469 -0.006200771
##                           42           43           44           45          46
## (Intercept)      0.077570282  0.072640427  0.072640427  0.077570282 0.224063429
## demo$dependents -0.003540469 -0.003869879 -0.003869879 -0.003540469 0.003614623
##                          47          48           49           50          51
## (Intercept)     0.124695586 0.384656552  0.080055784  0.083279288 0.467111518
## demo$dependents 0.003992672 0.003074691 -0.006200771 -0.002466146 0.001139413
##                          52           53            54           55
## (Intercept)     0.129218482  0.077570282  0.5565250018  0.080055784
## demo$dependents 0.001457863 -0.003540469 -0.0001436191 -0.006200771
##                           56           57           58           59          60
## (Intercept)      0.090307584  0.096238348  0.080055784  0.080055784 0.389900545
## demo$dependents -0.003705601 -0.001039113 -0.006200771 -0.006200771 0.001398041
##                           61           62          63           64           65
## (Intercept)      0.077570282  0.083279288 0.152166960  0.072640427  0.083279288
## demo$dependents -0.003540469 -0.002466146 0.001679442 -0.003869879 -0.002466146
##                           66           67           68           69
## (Intercept)      0.082554024  0.077570282  0.083279288  0.077570282
## demo$dependents -0.001379889 -0.003540469 -0.002466146 -0.003540469
##                           70           71          72           73           74
## (Intercept)      0.080055784  0.072640427 0.108913238  0.077570282  0.080055784
## demo$dependents -0.006200771 -0.003869879 0.001033187 -0.003540469 -0.006200771
##                           75           76           77           78
## (Intercept)      0.077570282  0.077570282  0.080055784  0.080055784
## demo$dependents -0.003540469 -0.003540469 -0.006200771 -0.006200771
##                           79           80           81           82
## (Intercept)      0.110051496  0.080055784  0.080055784  0.115356656
## demo$dependents -0.004217441 -0.006200771 -0.006200771 -0.000354977
##                           83           84           85           86
## (Intercept)      0.082554024  0.102849826  0.077570282  0.072640427
## demo$dependents -0.001379889 -0.001695247 -0.003540469 -0.003869879
##                           87          88           89          90           91
## (Intercept)      0.090307584 0.607647349  0.072640427 0.163331422  0.072640427
## demo$dependents -0.003705601 0.002066455 -0.003869879 0.005140566 -0.003869879
##                           92           93          94          95           96
## (Intercept)      0.077570282  0.072640427 0.120192882 0.166572345  0.077570282
## demo$dependents -0.003540469 -0.003869879 0.003819781 0.005468541 -0.003540469
##                           97            98           99         100
## (Intercept)      0.077570282  0.5565250018  0.072640427  0.08917775
## demo$dependents -0.003540469 -0.0001436191 -0.003869879 -0.00166080
##                          101          102         103         104          105
## (Intercept)      0.077570282  0.087420441 0.152183257 0.198319556  0.072640427
## demo$dependents -0.003540469 -0.001098939 0.001674232 0.003137771 -0.003869879
##                         106          107          108          109          110
## (Intercept)     0.120192882 0.0935995735  0.096238348  0.072640427  0.077570282
## demo$dependents 0.003819781 0.0001137917 -0.001039113 -0.003869879 -0.003540469
##                          111          112         113          114          115
## (Intercept)      0.087420441  0.077570282  0.08917775  0.077570282  0.077570282
## demo$dependents -0.001098939 -0.003540469 -0.00166080 -0.003540469 -0.003540469
##                          116           117          118          119
## (Intercept)      0.080055784  0.1009592423  0.080055784  0.080055784
## demo$dependents -0.006200771 -0.0007624165 -0.006200771 -0.006200771
##                          120          121          122          123
## (Intercept)      0.090307584  0.077570282  0.077570282  0.077570282
## demo$dependents -0.003705601 -0.003540469 -0.003540469 -0.003540469
##                          124          125          126          127
## (Intercept)      0.122949934  0.096238348  0.077570282  0.080055784
## demo$dependents -0.005266144 -0.001039113 -0.003540469 -0.006200771
##                          128          129          130          131
## (Intercept)      0.104428078  0.077570282  0.072640427  0.088130266
## demo$dependents -0.003407859 -0.003540469 -0.003869879 -0.002162786
##                          132          133          134          135
## (Intercept)      0.080055784  0.100015769  0.072640427  0.080055784
## demo$dependents -0.006200771 -0.006153799 -0.003869879 -0.006200771
##                          136          137          138          139
## (Intercept)      0.080055784  0.082554024  0.077570282  0.077570282
## demo$dependents -0.006200771 -0.001379889 -0.003540469 -0.003540469
##                          140          141          142          143
## (Intercept)      0.080055784  0.072640427  0.077570282  0.077570282
## demo$dependents -0.006200771 -0.003869879 -0.003540469 -0.003540469
##                          144          145          146          147
## (Intercept)      0.072640427  0.080055784  0.072640427  0.077570282
## demo$dependents -0.003869879 -0.006200771 -0.003869879 -0.003540469
##                          148         149         150          151          152
## (Intercept)     0.1588790615 0.607647349 0.129218482  0.072640427  0.077570282
## demo$dependents 0.0005992849 0.002066455 0.001457863 -0.003869879 -0.003540469
##                          153          154          155          156
## (Intercept)      0.077570282  0.072640427  0.077570282  0.077570282
## demo$dependents -0.003540469 -0.003869879 -0.003540469 -0.003540469
##                          157          158        159         160          161
## (Intercept)      0.077570282  0.077570282 0.15037238 0.191670637  0.077570282
## demo$dependents -0.003540469 -0.003540469 0.00225322 0.005394213 -0.003540469
##                          162          163          164          165
## (Intercept)      0.077570282  0.080055784  0.072640427  0.077570282
## demo$dependents -0.003540469 -0.006200771 -0.003869879 -0.003540469
##                          166          167          168          169
## (Intercept)      0.100015769  0.072640427  0.077570282  0.077570282
## demo$dependents -0.006153799 -0.003869879 -0.003540469 -0.003540469
##                          170          171         172          173          174
## (Intercept)      0.072640427  0.077570282 0.108913238  0.080055784  0.077570282
## demo$dependents -0.003869879 -0.003540469 0.001033187 -0.006200771 -0.003540469
##                          175          176           177        178         179
## (Intercept)     0.0994500777  0.072640427  5.121854e-01 0.15037238 0.110870269
## demo$dependents 0.0008768187 -0.003869879 -2.495718e-06 0.00225322 0.002420226
##                          180          181         182          183          184
## (Intercept)      0.072640427  0.080055784 0.163955013  0.072640427  0.080055784
## demo$dependents -0.003869879 -0.006200771 0.004941187 -0.003869879 -0.006200771
##                          185          186          187         188          189
## (Intercept)      0.077570282  0.072640427  0.080055784 0.385792826  0.077570282
## demo$dependents -0.003540469 -0.003869879 -0.006200771 0.005262413 -0.003540469
##                          190          191          192          193
## (Intercept)      0.077570282  0.080055784  0.077570282  0.077570282
## demo$dependents -0.003540469 -0.006200771 -0.003540469 -0.003540469
##                          194          195          196          197
## (Intercept)      0.077570282  0.072640427  0.077570282  0.072640427
## demo$dependents -0.003540469 -0.003869879 -0.003540469 -0.003869879
##                          198          199          200         201          202
## (Intercept)      0.104428078  0.077570282  0.077570282  0.08917775  0.080055784
## demo$dependents -0.003407859 -0.003540469 -0.003540469 -0.00166080 -0.006200771
##                          203          204          205         206
## (Intercept)      0.072640427  0.077570282  0.112802750 0.607647349
## demo$dependents -0.003869879 -0.003540469 -0.004205499 0.002066455
##                           207          208          209         210
## (Intercept)      0.0973341910  0.077570282  0.077570282 0.108154986
## demo$dependents -0.0005168973 -0.003540469 -0.003540469 0.002167217
##                          211          212          213          214
## (Intercept)      0.072640427  0.080055784  0.077570282  0.077570282
## demo$dependents -0.003869879 -0.006200771 -0.003540469 -0.003540469
##                          215         216          217          218          219
## (Intercept)      0.102849826  0.08917775  0.077570282  0.077570282  0.072640427
## demo$dependents -0.001695247 -0.00166080 -0.003540469 -0.003540469 -0.003869879
##                          220           221          222          223
## (Intercept)      0.072640427  0.1156059956  0.077570282  0.072640427
## demo$dependents -0.003869879 -0.0007253704 -0.003540469 -0.003869879
##                          224          225          226          227
## (Intercept)      0.080055784  0.091048975  0.077570282  0.077570282
## demo$dependents -0.006200771 -0.004815231 -0.003540469 -0.003540469
##                          228          229          230         231          232
## (Intercept)      0.077570282  0.077570282  0.083279288  0.08917775  0.072640427
## demo$dependents -0.003540469 -0.003540469 -0.002466146 -0.00166080 -0.003869879
##                          233         234         235         236          237
## (Intercept)      0.080055784 0.197670422 0.607647349 0.129218482  0.085134307
## demo$dependents -0.006200771 0.003345317 0.002066455 0.001457863 -0.002507221
##                           238          239          240         241
## (Intercept)      0.1167548717  0.087420441  0.087420441 0.120192882
## demo$dependents -0.0001812513 -0.001098939 -0.001098939 0.003819781
##                          242          243          244          245
## (Intercept)      0.072640427  0.077570282  0.077570282  0.072640427
## demo$dependents -0.003869879 -0.003540469 -0.003540469 -0.003869879
##                          246          247          248         249          250
## (Intercept)      0.080055784  0.077570282  0.082554024 0.129218482  0.080055784
## demo$dependents -0.006200771 -0.003540469 -0.001379889 0.001457863 -0.006200771
##                         251          252           253          254         255
## (Intercept)     0.107033252  0.128065518  0.1156059956  0.077570282 0.129218482
## demo$dependents 0.001634271 -0.001766016 -0.0007253704 -0.003540469 0.001457863
##                         256          257          258         259         260
## (Intercept)     0.120192882  0.077570282  0.077570282 0.129218482 0.607647349
## demo$dependents 0.003819781 -0.003540469 -0.003540469 0.001457863 0.002066455
##                          261         262         263         264           265
## (Intercept)      0.080055784 0.140686225 0.106213253 0.607647349  5.121854e-01
## demo$dependents -0.006200771 0.004653044 0.002212854 0.002066455 -2.495718e-06
##                          266          267          268          269         270
## (Intercept)      0.072640427 0.0983789589  0.077570282  0.080055784 0.173164956
## demo$dependents -0.003869879 0.0003649153 -0.003540469 -0.006200771 0.002881954
##                          271           272          273          274
## (Intercept)      0.080055784  0.1371646669  0.080055784  0.080055784
## demo$dependents -0.006200771 -0.0003758588 -0.006200771 -0.006200771
##                         275          276          277          278          279
## (Intercept)     0.120192882  0.084350407  0.082554024  0.080055784  0.080055784
## demo$dependents 0.003819781 -0.001954243 -0.001379889 -0.006200771 -0.006200771
##                         280          281          282          283          284
## (Intercept)     0.315294502  0.077570282  0.077570282  0.077570282  0.077570282
## demo$dependents 0.003333868 -0.003540469 -0.003540469 -0.003540469 -0.003540469
##                          285          286          287          288
## (Intercept)      0.072640427  0.077570282  0.082554024  0.077570282
## demo$dependents -0.003869879 -0.003540469 -0.001379889 -0.003540469
##                          289          290          291          292         293
## (Intercept)     0.0946954163 0.0946954163  0.077570282  0.072640427  0.14955226
## demo$dependents 0.0006360071 0.0006360071 -0.003540469 -0.003869879 -0.00166513
##                          294          295          296          297         298
## (Intercept)      0.077570282  0.080055784  0.080055784  0.072640427 0.607647349
## demo$dependents -0.003540469 -0.006200771 -0.006200771 -0.003869879 0.002066455
##                          299          300          301          302
## (Intercept)      0.077570282  0.080055784  0.072640427  0.080055784
## demo$dependents -0.003540469 -0.006200771 -0.003869879 -0.006200771
##                          303         304          305          306          307
## (Intercept)      0.101726623 0.284712097  0.072640427  0.083279288  0.072640427
## demo$dependents -0.001828873 0.005136495 -0.003869879 -0.002466146 -0.003869879
##                         308          309         310          311          312
## (Intercept)     0.157068183  0.148757873 0.607647349  0.077570282  0.100015769
## demo$dependents 0.001178273 -0.000478942 0.002066455 -0.003540469 -0.006153799
## 
## $f.perms
##                  [,1]
##    [1,]  0.1441816711
##    [2,]  0.5018362449
##    [3,]  1.4244171038
##    [4,]  1.3263332671
##    [5,]  0.7548554146
##    [6,]  0.3924341704
##    [7,]  0.1732974643
##    [8,]  0.8785344540
##    [9,]  0.6249046807
##   [10,]  1.1360498716
##   [11,]  0.2177308277
##   [12,]  0.1108389830
##   [13,]  1.3108499744
##   [14,]  0.8957967227
##   [15,]  1.9101278554
##   [16,]  5.8678940349
##   [17,]  0.3143917202
##   [18,]  0.2576732638
##   [19,]  3.7041259150
##   [20,]  1.3315405622
##   [21,]  1.6982336785
##   [22,]  0.5633417018
##   [23,]  0.2129711358
##   [24,]  7.3404638453
##   [25,]  1.9395730097
##   [26,]  0.2887062190
##   [27,]  0.6864397226
##   [28,]  0.9652618306
##   [29,]  0.2151049148
##   [30,]  0.2143244581
##   [31,]  1.4974963209
##   [32,]  4.3991674277
##   [33,]  0.6362447030
##   [34,]  1.8042906914
##   [35,]  0.7912706052
##   [36,]  0.6123821611
##   [37,]  0.0181928657
##   [38,]  0.1842830817
##   [39,]  1.4844608149
##   [40,]  0.4805026788
##   [41,]  1.4221790085
##   [42,]  0.6896609893
##   [43,]  0.7287194885
##   [44,] -0.0044937975
##   [45,]  0.2952879385
##   [46,]  3.6773727605
##   [47,] 10.8900603948
##   [48,]  0.3328550761
##   [49,]  0.1385380197
##   [50,]  1.6699115159
##   [51,]  3.2444441321
##   [52,]  3.1825338884
##   [53,]  0.5306225245
##   [54,]  1.1889319665
##   [55,]  0.6171163210
##   [56,]  0.2905344225
##   [57,]  0.7963671431
##   [58,]  0.2651313966
##   [59,]  0.5853810304
##   [60,] -0.0157213846
##   [61,]  0.4062393968
##   [62,]  0.3496457147
##   [63,]  0.2563697348
##   [64,]  1.3098964154
##   [65,]  0.2017666743
##   [66,]  0.4427884119
##   [67,]  0.3253430901
##   [68,]  1.2855749913
##   [69,]  0.2236641411
##   [70,] 15.4576606423
##   [71,]  1.1204622593
##   [72,]  1.1186334505
##   [73,]  0.4327710946
##   [74,]  0.1964163264
##   [75,]  0.8819424180
##   [76,]  0.3244175175
##   [77,] -0.1083961479
##   [78,]  0.4241311282
##   [79,]  2.3494201190
##   [80,]  0.6727240518
##   [81,]  1.2419073909
##   [82,] -0.0152120167
##   [83,] -0.0652004643
##   [84,]  1.9346129095
##   [85,]  0.3645827441
##   [86,]  0.2389590015
##   [87,]  0.6396702230
##   [88,]  0.4483245084
##   [89,]  1.3757302134
##   [90,]  1.3449421679
##   [91,]  0.3279534694
##   [92,]  2.0627806831
##   [93,]  0.3918555255
##   [94,]  0.5478979104
##   [95,]  0.2117238961
##   [96,]  0.1661365011
##   [97,]  0.9265743455
##   [98,]  1.2909349785
##   [99,]  0.8307560238
##  [100,]  0.3119853326
##  [101,]  0.1449028694
##  [102,]  0.5869008514
##  [103,]  0.8382160458
##  [104,]  0.8313365214
##  [105,]  2.0589362004
##  [106,]  1.1529968577
##  [107,]  0.5432870272
##  [108,]  0.6016757694
##  [109,]  0.0041773664
##  [110,]  0.7164495587
##  [111,]  1.0098630120
##  [112,]  1.5924133658
##  [113,]  0.3499232871
##  [114,]  0.4548165700
##  [115,]  0.3403584446
##  [116,]  0.6649771421
##  [117,]  0.0517888543
##  [118,]  1.0614674145
##  [119,]  0.8664963463
##  [120,]  0.4746964643
##  [121,]  0.4221380846
##  [122,]  0.8805368119
##  [123,] 13.2307233506
##  [124,]  0.0125235266
##  [125,]  7.4664713423
##  [126,] -0.3239765861
##  [127,]  0.3008221481
##  [128,]  0.3691643124
##  [129,]  0.1235820640
##  [130,]  0.0633150013
##  [131,]  0.3378609478
##  [132,]  0.4324319146
##  [133,]  0.2713197457
##  [134,]  0.0272118729
##  [135,]  1.2468069242
##  [136,]  0.3227111904
##  [137,]  0.1465102222
##  [138,]  0.5682557942
##  [139,]  0.4639085818
##  [140,]  0.2614820023
##  [141,]  0.9710893752
##  [142,]  0.5889151446
##  [143,] -0.0328681764
##  [144,]  0.6768675469
##  [145,]  0.3583254065
##  [146,]  1.2137698930
##  [147,]  0.6038597259
##  [148,]  0.1217793161
##  [149,]  0.3830797387
##  [150,]  0.1933662239
##  [151,]  1.5687800496
##  [152,]  0.6555092542
##  [153,]  0.5920948734
##  [154,]  1.1476003370
##  [155,]  1.3618750958
##  [156,]  0.4387888653
##  [157,]  3.3540708860
##  [158,]  0.6510475356
##  [159,]  3.7560720880
##  [160,]  0.1808833933
##  [161,]  2.7116356945
##  [162,]  0.6805712828
##  [163,]  0.7809965430
##  [164,]  0.0941642191
##  [165,]  0.6400517744
##  [166,]  0.3021945358
##  [167,]  0.4559011874
##  [168,]  0.3820490648
##  [169,]  0.5992681850
##  [170,]  0.6722662889
##  [171,]  0.5229023017
##  [172,]  0.6465469957
##  [173,]  0.2503620514
##  [174,]  0.2795379685
##  [175,]  1.3370280792
##  [176,]  0.6111550909
##  [177,]  0.4560868008
##  [178,]  1.3185096720
##  [179,]  0.2872466499
##  [180,]  0.6009893823
##  [181,]  0.0609340952
##  [182,]  0.9352248017
##  [183,]  0.2984329466
##  [184,]  0.3315213502
##  [185,]  1.5481594396
##  [186,]  0.2738491340
##  [187,]  1.2430598200
##  [188,]  0.0848762941
##  [189,]  1.4803458000
##  [190,]  0.9103690303
##  [191,]  0.0560899252
##  [192,]  0.8962356363
##  [193,]  1.4014305788
##  [194,]  5.5793114346
##  [195,]  2.9255854677
##  [196,]  1.4155229469
##  [197,]  0.4241085083
##  [198,]  0.2709518062
##  [199,]  0.4616201666
##  [200,]  1.7886611646
##  [201,]  0.7781331646
##  [202,]  0.7923183902
##  [203,]  0.5574889719
##  [204,]  0.0509814496
##  [205,]  0.0005697407
##  [206,]  1.0272287622
##  [207,]  0.3138931520
##  [208,]  0.9259749882
##  [209,]  2.6847403994
##  [210,]  0.3573953214
##  [211,]  0.6564265592
##  [212,] -0.0119751433
##  [213,]  7.7579824210
##  [214,]  0.3197597666
##  [215,]  5.1403522706
##  [216,]  1.7267700953
##  [217,]  5.0922601502
##  [218,]  0.7905447000
##  [219,]  0.3582430162
##  [220,]  1.2415417174
##  [221,]  1.2032170103
##  [222,]  1.0895887321
##  [223,]  0.1321712147
##  [224,]  1.9060310075
##  [225,]  1.2900987175
##  [226,]  1.7369763953
##  [227,]  0.8244602522
##  [228,]  0.0153797807
##  [229,]  0.1521328945
##  [230,]  0.4926712566
##  [231,]  0.1015470920
##  [232,]  0.1663845465
##  [233,]  0.8214479585
##  [234,]  0.9826242715
##  [235,]  1.1453638344
##  [236,]  0.6770795290
##  [237,]  0.4128889532
##  [238,]  0.8387124238
##  [239,]  0.7360602605
##  [240,]  0.2263659569
##  [241,]  0.5680656933
##  [242,]  1.0339590665
##  [243,]  0.1684578475
##  [244,]  0.2444284226
##  [245,]  1.4510292564
##  [246,]  1.0121661477
##  [247,]  0.5325352624
##  [248,]  5.8661722573
##  [249,]  1.2374457372
##  [250,]  0.3925740066
##  [251,]  1.7371349704
##  [252,]  0.4655002239
##  [253,]  0.1442282173
##  [254,]  1.5935572595
##  [255,]  1.1124140892
##  [256,]  0.4677738266
##  [257,]  0.6851207852
##  [258,]  1.2612184605
##  [259,]  0.2630303728
##  [260,]  0.4176252003
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##  [796,]  0.4313627518
##  [797,]  1.4454557801
##  [798,]  0.4504680544
##  [799,]  0.7469619703
##  [800,]  0.6841850900
##  [801,]  0.2617181949
##  [802,]  0.5256758556
##  [803,]  0.0888292887
##  [804,]  0.2660282746
##  [805,]  0.3556719226
##  [806,]  0.6260907735
##  [807,]  0.2045669928
##  [808,]  0.2830677216
##  [809,]  0.4953168167
##  [810,]  0.2841193468
##  [811,]  1.2787481074
##  [812,]  7.3451986160
##  [813,]  0.9838814688
##  [814,]  0.5943449440
##  [815,]  0.3301685352
##  [816,]  0.4680736565
##  [817,]  1.4384398264
##  [818,]  0.9433374224
##  [819,]  1.4112434040
##  [820,]  3.4444358101
##  [821,]  0.1881614464
##  [822,]  0.4668776628
##  [823,]  0.3525260644
##  [824,]  0.9301934033
##  [825,]  0.3197456456
##  [826,]  0.9704903621
##  [827,]  0.6305268307
##  [828,]  0.8430423627
##  [829,]  1.0762200278
##  [830,]  0.3064579955
##  [831,]  0.2180740546
##  [832,]  0.5245435836
##  [833,]  1.7855887720
##  [834,]  1.3243318324
##  [835,]  0.3128310901
##  [836,]  0.0093145509
##  [837,]  0.8226263291
##  [838,]  0.9544353681
##  [839,]  0.5778459204
##  [840,]  0.2289487639
##  [841,]  1.2488694870
##  [842,]  0.3815701058
##  [843,]  0.1221048793
##  [844,]  0.7677157658
##  [845,]  0.2995848721
##  [846,]  0.5000153353
##  [847,]  0.3236921120
##  [848,]  0.2474815051
##  [849,]  0.2933995964
##  [850,]  1.6998918536
##  [851,]  0.4188380539
##  [852,]  0.4060066591
##  [853,]  1.5690820684
##  [854,]  1.1732151249
##  [855,]  0.5035954758
##  [856,]  0.7138671965
##  [857,]  1.1200863183
##  [858,]  0.9434322335
##  [859,]  0.7401172070
##  [860,]  0.4819119140
##  [861,]  0.3964098233
##  [862,]  1.4085935008
##  [863,]  0.8244794570
##  [864,]  0.7393794979
##  [865,]  1.9753507565
##  [866,]  0.2316881580
##  [867,]  0.2618379342
##  [868,]  5.9162531559
##  [869,]  1.7776700053
##  [870,]  0.3697197375
##  [871,]  0.5154985090
##  [872,]  2.0207651542
##  [873,]  1.0414821175
##  [874,]  0.3525065908
##  [875,]  1.1331467708
##  [876,]  0.1600288374
##  [877,]  0.6205072742
##  [878,] 21.2221679733
##  [879,]  1.4074984926
##  [880,]  0.0318681807
##  [881,]  2.9292546373
##  [882,]  1.1478619630
##  [883,]  0.9748921033
##  [884,]  0.7842992165
##  [885,]  5.5471816253
##  [886,]  0.3139645421
##  [887,]  1.0159756381
##  [888,]  0.2303194753
##  [889,]  1.2904489217
##  [890,]  0.1593523608
##  [891,]  1.7647519140
##  [892,]  0.5609126181
##  [893,]  0.4588104666
##  [894,]  0.4602891135
##  [895,]  0.2492438410
##  [896,]  0.3859361211
##  [897,]  1.4028467043
##  [898,]  0.1736521372
##  [899,]  0.8071056398
##  [900,]  0.7882825554
##  [901,]  0.2346829968
##  [902,]  0.0863135977
##  [903,]  0.0502138436
##  [904,]  1.2223386383
##  [905,]  3.5635995094
##  [906,]  0.2245395665
##  [907,]  1.4214084304
##  [908,]  3.3128837806
##  [909,]  1.2296053966
##  [910,]  0.3351379843
##  [911,]  0.3121986709
##  [912,]  1.8224037523
##  [913,]  0.9652308457
##  [914,]  0.3259786554
##  [915,]  1.0052895404
##  [916,]  0.4793147792
##  [917,]  1.1810915879
##  [918,]  2.5971597196
##  [919,]  0.1452105805
##  [920,]  0.2668254958
##  [921,]  8.1143263068
##  [922,]  0.5374843877
##  [923,]  0.4389814720
##  [924,]  0.9398100197
##  [925,]  0.3033692256
##  [926,]  0.1710721376
##  [927,]  0.6075212347
##  [928,]  1.1759408351
##  [929,]  0.3708894880
##  [930,]  0.1842304476
##  [931,]  1.2668314749
##  [932,]  0.3466865812
##  [933,]  3.2200788215
##  [934,]  1.0904682499
##  [935,]  1.2957043675
##  [936,]  1.1195567917
##  [937,]  0.5428584198
##  [938,]  1.1513585763
##  [939,]  0.7865546804
##  [940,]  0.2783769263
##  [941,]  0.1797950291
##  [942,]  1.2536980095
##  [943,] -0.0219560963
##  [944,]  0.4655918123
##  [945,]  3.0568299516
##  [946,]  0.5235565054
##  [947,]  1.2861914981
##  [948,]  0.2896147641
##  [949,]  0.4033898731
##  [950,]  0.4897166898
##  [951,]  0.4303195328
##  [952,]  0.3274468433
##  [953,]  1.3164157080
##  [954,]  0.8852017810
##  [955,]  0.2141585547
##  [956,]  0.5097726295
##  [957,]  0.2169656011
##  [958,]  0.2559979180
##  [959,]  1.6454334463
##  [960,]  0.4679252827
##  [961,]  0.0329503177
##  [962,]  1.0402423479
##  [963,]  0.4655594953
##  [964,]  0.5020364615
##  [965,]  1.0103597543
##  [966,]  0.5663974929
##  [967,]  0.2844667592
##  [968,]  1.1062696432
##  [969,] -0.0869197100
##  [970,] 12.0779079467
##  [971,]  0.0151329798
##  [972,]  1.2604908123
##  [973,]  1.1033090670
##  [974,]  1.2768122374
##  [975,]  0.4347785804
##  [976,]  0.3141148003
##  [977,]  0.1723766883
##  [978,]  0.2933922791
##  [979,]  1.0310362661
##  [980,]  0.5774099898
##  [981,]  0.5306475181
##  [982,]  0.1106970751
##  [983,]  0.4254299276
##  [984,]  0.2879810087
##  [985,]  3.9444142959
##  [986,]  0.6234317383
##  [987,]  0.2702121885
##  [988,]  0.2469732798
##  [989,]  0.6175154564
##  [990,]  0.2223672105
##  [991,]  0.1529489226
##  [992,]  0.1414807401
##  [993,]  1.2501111007
##  [994,]  1.1166658429
##  [995,]  0.2130618774
##  [996,]  0.5759691774
##  [997,]  0.7490175066
##  [998,]  0.4002561556
##  [999,]  0.8702495220
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## gm ~ demo$dependents
## attr(,"variables")
## list(gm, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## gm                            0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Competency in Science

Now, Competency in Science:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1    0.0445 0.044464  1.3359 0.00429   0.26
## Residuals       310   10.3178 0.033283         0.99571       
## Total           311   10.3623                  1.00000       
## 
## $call
## adonis(formula = sci_comp ~ demo$dependents)
## 
## $coefficients
##                  sci_comp1  sci_comp2   sci_comp3 sci_comp4 sci_competancy_ave
## (Intercept)     3.05900813 2.92147520  2.86260451 3.4041232         3.06180277
## demo$dependents 0.07637155 0.03190929 -0.02409804 0.2109266         0.07377735
## 
## $coef.sites
##                           1           2           3           4            5
## (Intercept)      0.18745343  0.16456445  0.19983594 0.359094650 0.2402555954
## demo$dependents -0.01985938 -0.01200429 -0.01668474 0.006992483 0.0001790431
##                           6           7           8           9           10
## (Intercept)      0.17301038 0.267220312  0.20580493  0.26579001  0.181871066
## demo$dependents -0.01522653 0.002194296 -0.01205618 -0.00284471 -0.008927346
##                           11          12          13          14          15
## (Intercept)      0.196678920 0.341631257  0.17872414  0.17872414  0.17484725
## demo$dependents -0.008602252 0.009548266 -0.01782638 -0.01782638 -0.01909923
##                          16         17          18          19          20
## (Intercept)      0.22337088 0.47268403  0.16172996  0.18642713  0.17301038
## demo$dependents -0.01444067 0.01615123 -0.01939434 -0.02178972 -0.01522653
##                          21          22          23          24         25
## (Intercept)      0.21026931  0.17059392  0.16762597  0.16914289  0.1794673
## demo$dependents -0.01282907 -0.01989117 -0.01423796 -0.01965276 -0.0188981
##                          26         27           28          29          30
## (Intercept)      0.25958742  0.1661145  0.193926176  0.18642713  0.19728845
## demo$dependents -0.01483865 -0.0159143 -0.007086563 -0.02178972 -0.01356903
##                          31          32           33           34          35
## (Intercept)      0.17766787  0.17872414  0.225929526  0.198742659  0.22281700
## demo$dependents -0.01679615 -0.01782638 -0.006601101 -0.009485067 -0.01296783
##                          36          37          38          39          40
## (Intercept)      0.20202072  0.21363910  0.17872414  0.18263977  0.17872414
## demo$dependents -0.01665922 -0.01979177 -0.01782638 -0.01286914 -0.01782638
##                         41         42          43           44            45
## (Intercept)      0.2400789  0.2390927  0.19389796  0.233675850  0.2481108266
## demo$dependents -0.0163951 -0.0160798 -0.01835577 -0.009031118 -0.0007582741
##                          46          47         48          49           50
## (Intercept)      0.16456445  0.25861324  0.1879764  0.16456445  0.181871066
## demo$dependents -0.01200429 -0.01156921 -0.0100120 -0.01200429 -0.008927346
##                         51          52           53          54          55
## (Intercept)      0.2390927  0.19728845  0.181871066  0.23441555  0.18509065
## demo$dependents -0.0160798 -0.01356903 -0.008927346 -0.01513314 -0.01510749
##                          56          57          58          59          60
## (Intercept)      0.19579547  0.17766787  0.17124416  0.16172996  0.26990226
## demo$dependents -0.00825175 -0.01679615 -0.01743057 -0.01939434 -0.01501113
##                          61          62          63           64           65
## (Intercept)      0.18845244  0.16762597  0.17623314  0.233675850  0.214386246
## demo$dependents -0.01963645 -0.01423796 -0.01172628 -0.009031118 -0.004541272
##                           66          67          68          69          70
## (Intercept)      0.235392479  0.25958742  0.17124416  0.16762597  0.23475071
## demo$dependents -0.006037254 -0.01483865 -0.01743057 -0.01423796 -0.01179353
##                          71          72          73           74          75
## (Intercept)      0.18567634  0.17872414  0.17124416 0.2402555954  0.25958742
## demo$dependents -0.01411558 -0.01782638 -0.01743057 0.0001790431 -0.01483865
##                          76          77          78          79          80
## (Intercept)      0.17124416  0.19120841  0.20143892  0.15760979  0.19389796
## demo$dependents -0.01743057 -0.01853644 -0.01612368 -0.01793998 -0.01835577
##                          81          82         83          84          85
## (Intercept)      0.20223047  0.17872414  0.1930334  0.19611183  0.16895697
## demo$dependents -0.01643655 -0.01782638 -0.0196953 -0.01512382 -0.01887658
##                         86          87          88           89          90
## (Intercept)      0.1712457 0.301640078  0.17336466  0.193926176  0.20140621
## demo$dependents -0.0176354 0.003247196 -0.01629805 -0.007086563 -0.01869753
##                          91         92          93          94          95
## (Intercept)      0.15760979  0.2044945 0.346870484  0.21283640  0.19745271
## demo$dependents -0.01793998 -0.0150968 0.002761144 -0.01683222 -0.01798825
##                         96         97          98           99          100
## (Intercept)     0.47268403  0.1661145  0.19631368  0.255737644  0.222646912
## demo$dependents 0.01615123 -0.0159143 -0.01954544 -0.002049433 -0.002703586
##                         101         102         103         104        105
## (Intercept)      0.18682385  0.16914289  0.19728845  0.17124416  0.2390927
## demo$dependents -0.02201648 -0.01965276 -0.01356903 -0.01743057 -0.0160798
##                         106        107          108         109         110
## (Intercept)     0.336723798  0.1712457  0.193926176  0.19728845  0.19500955
## demo$dependents 0.008214823 -0.0176354 -0.007086563 -0.01356903 -0.02160621
##                         111        112         113          114         115
## (Intercept)      0.20349367  0.2191124  0.17872414  0.181871066 0.291601576
## demo$dependents -0.01898448 -0.0179871 -0.01782638 -0.008927346 0.003590366
##                        116         117          118        119         120
## (Intercept)      0.2510773  0.19389796  0.282125482 0.47268403  0.19728845
## demo$dependents -0.0108758 -0.01835577 -0.008720037 0.01615123 -0.01356903
##                        121         122        123          124        125
## (Intercept)     0.47268403 0.266786537 0.47268403  0.210281058  0.1879764
## demo$dependents 0.01615123 0.002332986 0.01615123 -0.005946802 -0.0100120
##                         126         127         128         129         130
## (Intercept)      0.17872414  0.22068481 0.336723798  0.21809982  0.19631368
## demo$dependents -0.01782638 -0.00147778 0.008214823 -0.01766336 -0.01954544
##                         131         132         133          134        135
## (Intercept)      0.18202542  0.16456445  0.17059392  0.185682440  0.1661145
## demo$dependents -0.01965502 -0.01200429 -0.01989117 -0.007678447 -0.0159143
##                         136        137         138         139         140
## (Intercept)      0.16172996 0.47268403  0.17623314  0.19579547  0.17872414
## demo$dependents -0.01939434 0.01615123 -0.01172628 -0.00825175 -0.01782638
##                         141         142         143         144        145
## (Intercept)      0.16456445  0.16172996  0.20580493  0.17766787  0.1879764
## demo$dependents -0.01200429 -0.01939434 -0.01205618 -0.01679615 -0.0100120
##                         146         147        148        149        150
## (Intercept)      0.16762597  0.16172996 0.47268403  0.2017508 0.40104742
## demo$dependents -0.01423796 -0.01939434 0.01615123 -0.0162234 0.01188988
##                         151        152         153          154         155
## (Intercept)      0.16393133 0.47268403 0.359094650  0.205698887  0.17919804
## demo$dependents -0.01820992 0.01615123 0.006992483 -0.004003756 -0.02152766
##                        156        157         158         159        160
## (Intercept)     0.47268403 0.47268403  0.25958742  0.17872414  0.1712457
## demo$dependents 0.01615123 0.01615123 -0.01483865 -0.01782638 -0.0176354
##                          161         162         163         164         165
## (Intercept)      0.210281058  0.16172996  0.20994672 0.359094650  0.21840293
## demo$dependents -0.005946802 -0.01939434 -0.02029438 0.006992483 -0.01776027
##                         166         167         168          169         170
## (Intercept)      0.19049781  0.19544791  0.19728845  0.212624684  0.18263977
## demo$dependents -0.01855155 -0.01995343 -0.01356903 -0.008041424 -0.01286914
##                          171         172          173        174        175
## (Intercept)      0.214386246  0.16914289  0.214386246  0.1661145  0.2044945
## demo$dependents -0.004541272 -0.01965276 -0.004541272 -0.0159143 -0.0150968
##                         176         177          178         179        180
## (Intercept)      0.17794719  0.15760979  0.198742659  0.17872414  0.1879764
## demo$dependents -0.01116968 -0.01793998 -0.009485067 -0.01782638 -0.0100120
##                          181          182         183          184        185
## (Intercept)      0.214386246  0.189504910  0.17872414  0.181871066  0.1930334
## demo$dependents -0.004541272 -0.008884295 -0.01782638 -0.008927346 -0.0196953
##                         186          187           188         189         190
## (Intercept)      0.18025785 0.2402555954  0.2503079623  0.18855503  0.18845244
## demo$dependents -0.01370053 0.0001790431 -0.0006162338 -0.01277342 -0.01963645
##                        191         192         193         194          195
## (Intercept)     0.47268403  0.17872414  0.21809982  0.21840293  0.212624684
## demo$dependents 0.01615123 -0.01782638 -0.01766336 -0.01776027 -0.008041424
##                         196        197          198         199         200
## (Intercept)      0.17872414  0.1879764  0.214386246  0.19631368  0.18642713
## demo$dependents -0.01782638 -0.0100120 -0.004541272 -0.01954544 -0.02178972
##                        201         202        203         204         205
## (Intercept)     0.47268403  0.16393133 0.40628676  0.16393133  0.21019872
## demo$dependents 0.01615123 -0.01820992 0.01332453 -0.01820992 -0.01293329
##                         206         207         208         209         210
## (Intercept)      0.25958742 0.343018169  0.18517055  0.17336466  0.18567634
## demo$dependents -0.01483865 0.006202337 -0.01257394 -0.01629805 -0.01411558
##                        211        212         213         214         215
## (Intercept)      0.1780864  0.1794673 0.336723798  0.21064972  0.18567634
## demo$dependents -0.0140535 -0.0188981 0.008214823 -0.01802308 -0.01411558
##                         216         217        218         219         220
## (Intercept)      0.16762597  0.17433614  0.2594874  0.25958742  0.18642713
## demo$dependents -0.01423796 -0.02015449 -0.0150960 -0.01483865 -0.02178972
##                          221        222         223          224         225
## (Intercept)      0.260095328  0.2240803 0.291109567  0.255737644 0.342194154
## demo$dependents -0.000881682 -0.0146675 0.003747675 -0.002049433 0.009368292
##                          226          227          228         229          230
## (Intercept)      0.236224813 0.2402555954  0.205698887  0.17872414 0.2402555954
## demo$dependents -0.002035303 0.0001790431 -0.004003756 -0.01782638 0.0001790431
##                         231         232          233         234         235
## (Intercept)     0.283170087  0.23441555  0.276170953  0.21809982  0.17872414
## demo$dependents 0.001744341 -0.01513314 -0.006816208 -0.01766336 -0.01782638
##                          236        237          238         239         240
## (Intercept)     0.2402555954  0.2390927  0.210281058 0.291601576 0.407818178
## demo$dependents 0.0001790431 -0.0160798 -0.005946802 0.003590366 0.009725081
##                         241         242         243         244        245
## (Intercept)      0.17872414  0.18330579  0.17872414  0.25958742  0.2594874
## demo$dependents -0.01782638 -0.01399722 -0.01782638 -0.01483865 -0.0150960
##                         246          247          248         249         250
## (Intercept)     0.267220312  0.276170953  0.214386246  0.18567634  0.18642713
## demo$dependents 0.002194296 -0.006816208 -0.004541272 -0.01411558 -0.02178972
##                         251        252          253         254          255
## (Intercept)      0.17433614  0.2174415  0.251471032  0.19631368  0.214386246
## demo$dependents -0.02015449 -0.0186396 -0.003549124 -0.01954544 -0.004541272
##                         256         257         258         259         260
## (Intercept)     0.342194154  0.15760979  0.19739627  0.19631368 0.359094650
## demo$dependents 0.009368292 -0.01793998 -0.01450122 -0.01954544 0.006992483
##                         261          262          263         264         265
## (Intercept)      0.16172996  0.214386246  0.214386246  0.19406646  0.18025785
## demo$dependents -0.01939434 -0.004541272 -0.004541272 -0.01620871 -0.01370053
##                         266          267         268         269          270
## (Intercept)      0.18263977  0.214386246  0.19631368  0.19128348  0.185682440
## demo$dependents -0.01286914 -0.004541272 -0.01954544 -0.01351429 -0.007678447
##                         271         272          273        274           275
## (Intercept)     0.301640078  0.22068481 0.2402555954 0.31557099  0.2503079623
## demo$dependents 0.003247196 -0.00147778 0.0001790431 0.00650513 -0.0006162338
##                         276          277         278          279         280
## (Intercept)      0.16393133  0.200490294  0.20143892  0.222646912  0.16594535
## demo$dependents -0.01820992 -0.007353353 -0.01612368 -0.002703586 -0.01684889
##                         281         282          283           284         285
## (Intercept)      0.18567634  0.19631368  0.205698887  0.2477254846  0.16172996
## demo$dependents -0.01411558 -0.01954544 -0.004003756 -0.0006350695 -0.01939434
##                         286         287         288        289        290
## (Intercept)      0.20140621  0.17766787  0.19631368  0.1661145  0.1794673
## demo$dependents -0.01869753 -0.01679615 -0.01954544 -0.0159143 -0.0188981
##                         291         292         293         294         295
## (Intercept)      0.25958742  0.17336466 0.341631257  0.16172996  0.16895697
## demo$dependents -0.01483865 -0.01629805 0.009548266 -0.01939434 -0.01887658
##                         296         297         298         299         300
## (Intercept)      0.20971816  0.15760979  0.17336466  0.19716645  0.16762597
## demo$dependents -0.01554837 -0.01793998 -0.01629805 -0.01367202 -0.01423796
##                         301         302         303         304         305
## (Intercept)      0.17872414  0.17872414  0.17356263  0.16594535  0.16172996
## demo$dependents -0.01782638 -0.01782638 -0.01464972 -0.01684889 -0.01939434
##                         306        307          308          309         310
## (Intercept)      0.17124416  0.1780864  0.199749076  0.213918882  0.16456445
## demo$dependents -0.01743057 -0.0140535 -0.006929188 -0.007654867 -0.01200429
##                         311         312
## (Intercept)      0.17872414  0.20247930
## demo$dependents -0.01782638 -0.01645632
## 
## $f.perms
##                  [,1]
##    [1,]  5.115211e-02
##    [2,]  1.072469e+00
##    [3,]  2.424451e-01
##    [4,]  6.163420e-01
##    [5,]  4.783303e-01
##    [6,]  1.410621e+00
##    [7,]  1.504784e+00
##    [8,]  4.310474e-01
##    [9,]  4.008408e-01
##   [10,]  3.258697e+00
##   [11,]  1.767660e+00
##   [12,] -1.450104e-01
##   [13,]  2.104831e+00
##   [14,]  1.164029e+00
##   [15,]  1.556187e-01
##   [16,]  1.026948e+00
##   [17,]  2.289800e-01
##   [18,]  2.473430e-01
##   [19,]  6.900719e-01
##   [20,]  2.479462e+00
##   [21,]  2.903228e-01
##   [22,]  7.413934e-01
##   [23,]  5.222233e-01
##   [24,]  1.979597e+00
##   [25,]  2.649406e+00
##   [26,]  1.646982e+00
##   [27,]  7.776430e+00
##   [28,]  1.419786e+00
##   [29,]  1.717006e+00
##   [30,]  9.373257e-01
##   [31,]  1.132318e+00
##   [32,]  3.021396e+00
##   [33,]  3.171666e+00
##   [34,]  8.596272e-01
##   [35,]  5.548431e-01
##   [36,]  5.148214e-01
##   [37,]  4.687941e-01
##   [38,]  1.603427e+00
##   [39,]  9.413621e-01
##   [40,]  1.022410e+00
##   [41,]  3.101414e-01
##   [42,]  1.018058e+00
##   [43,]  1.411042e-01
##   [44,]  1.467699e+00
##   [45,]  2.409434e+00
##   [46,]  5.235343e-01
##   [47,]  1.591444e+00
##   [48,]  3.650920e-01
##   [49,]  4.714663e-01
##   [50,] -4.498146e-02
##   [51,]  4.775936e-01
##   [52,]  3.640299e-01
##   [53,]  7.542613e-01
##   [54,]  1.169012e+00
##   [55,]  2.636057e+00
##   [56,]  6.347777e-02
##   [57,]  1.231058e+00
##   [58,] -1.954138e-01
##   [59,]  3.147253e-01
##   [60,]  4.145233e-01
##   [61,]  4.807055e-01
##   [62,]  1.012507e-01
##   [63,]  3.357035e-01
##   [64,]  9.369707e-01
##   [65,]  7.195905e-01
##   [66,]  2.473595e+00
##   [67,]  1.273488e+00
##   [68,] -1.056910e-02
##   [69,]  2.552115e-01
##   [70,]  1.465088e-01
##   [71,]  6.667198e-01
##   [72,]  1.788022e+00
##   [73,]  2.056110e+00
##   [74,]  1.826500e+00
##   [75,]  8.417177e-01
##   [76,]  4.872584e-01
##   [77,]  1.660106e+00
##   [78,]  6.514604e-01
##   [79,]  7.745532e-01
##   [80,]  3.540516e-01
##   [81,]  9.688456e-01
##   [82,]  2.656826e-01
##   [83,]  3.199433e-01
##   [84,]  2.211882e-01
##   [85,]  4.032522e-01
##   [86,]  8.794585e-01
##   [87,]  3.221023e-01
##   [88,]  8.381965e-01
##   [89,]  1.009337e-01
##   [90,]  2.979456e+00
##   [91,]  2.286440e-01
##   [92,]  2.248421e-01
##   [93,]  4.885268e-01
##   [94,]  3.218331e+00
##   [95,]  7.606597e-01
##   [96,]  6.846959e-01
##   [97,]  6.560433e-01
##   [98,]  4.971123e-01
##   [99,]  2.717230e-01
##  [100,]  4.997888e-01
##  [101,]  4.424153e-01
##  [102,]  5.126152e-01
##  [103,]  3.434012e-01
##  [104,]  1.148064e-01
##  [105,]  3.931896e-01
##  [106,] -2.060389e-02
##  [107,]  1.136063e+00
##  [108,]  6.096296e-01
##  [109,]  7.979752e-01
##  [110,] -1.182210e-01
##  [111,]  1.460232e+00
##  [112,]  4.886590e+00
##  [113,]  2.459373e-01
##  [114,]  8.260758e-01
##  [115,]  1.492580e+00
##  [116,]  5.307196e-01
##  [117,] -1.540611e-01
##  [118,]  7.515407e-01
##  [119,]  6.526554e-01
##  [120,]  1.809472e+00
##  [121,]  1.742014e+00
##  [122,]  8.004364e-01
##  [123,]  6.466136e-01
##  [124,]  3.056233e+00
##  [125,]  1.267246e+00
##  [126,]  4.841840e-01
##  [127,] -4.692544e-02
##  [128,]  1.970916e+00
##  [129,]  1.942151e+00
##  [130,]  7.452646e-01
##  [131,]  7.593861e-01
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##  [148,]  3.834372e-01
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##  [150,]  7.077628e-01
##  [151,]  1.756448e+00
##  [152,]  3.274536e-01
##  [153,]  2.162960e+00
##  [154,] -5.935405e-02
##  [155,]  1.254354e+00
##  [156,]  3.292390e-01
##  [157,]  1.476797e+00
##  [158,]  3.649876e-01
##  [159,]  7.934578e-01
##  [160,]  4.715278e-02
##  [161,] -8.467285e-02
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##  [163,]  2.940898e-01
##  [164,]  1.409145e+00
##  [165,]  4.076928e-01
##  [166,]  9.803525e-01
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##  [168,]  5.393552e-01
##  [169,]  6.532066e-01
##  [170,]  1.909832e-01
##  [171,]  4.300845e-01
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##  [173,]  1.249905e-01
##  [174,]  1.901927e-01
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##  [176,] -2.236684e-01
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##  [180,]  8.481126e-01
##  [181,]  2.124372e-01
##  [182,]  2.232642e+00
##  [183,]  4.577129e+00
##  [184,]  6.060383e-01
##  [185,]  6.923978e-01
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##  [189,]  1.226311e+00
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##  [201,]  1.839497e-01
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##  [215,]  1.483505e+00
##  [216,]  3.583947e-01
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##  [218,]  2.341297e+00
##  [219,]  1.248543e+00
##  [220,]  7.006595e-01
##  [221,]  1.727227e+00
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##  [223,]  7.672430e-01
##  [224,]  1.728282e+00
##  [225,] -1.900945e-01
##  [226,]  8.159957e-01
##  [227,]  3.269316e-01
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##  [229,]  1.148522e+00
##  [230,]  3.020781e-01
##  [231,]  4.800810e-01
##  [232,]  8.399229e-01
##  [233,]  2.648611e-01
##  [234,]  9.223598e-01
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##  [237,]  1.892469e+00
##  [238,]  4.225969e-01
##  [239,]  1.622488e-01
##  [240,]  7.683009e-01
##  [241,]  2.093658e+00
##  [242,]  1.502778e+00
##  [243,] -9.184439e-02
##  [244,]  9.381511e-01
##  [245,]  5.042516e-01
##  [246,]  2.984190e-01
##  [247,]  8.114708e-01
##  [248,]  4.712580e-01
##  [249,] -6.852189e-02
##  [250,]  4.586002e-01
##  [251,]  3.537438e-01
##  [252,]  2.989852e-01
##  [253,]  1.261207e+00
##  [254,]  6.973602e-03
##  [255,]  2.007483e+00
##  [256,]  3.790233e-02
##  [257,]  3.855310e-01
##  [258,]  1.677152e-01
##  [259,]  5.215315e-01
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##  [752,]  5.116126e-01
##  [753,]  1.138350e-01
##  [754,]  8.866301e-01
##  [755,]  5.300604e-01
##  [756,]  2.021830e-01
##  [757,]  1.548754e+00
##  [758,]  3.108823e-01
##  [759,]  1.786413e-01
##  [760,]  2.939647e-01
##  [761,]  1.164528e+00
##  [762,]  6.228143e-01
##  [763,]  1.317467e+00
##  [764,]  6.060398e-01
##  [765,]  1.416914e+00
##  [766,]  4.292725e-01
##  [767,]  1.703126e+00
##  [768,]  1.793918e-01
##  [769,]  1.100031e+00
##  [770,]  1.933078e+00
##  [771,]  2.406841e-01
##  [772,]  2.675220e+00
##  [773,]  1.018044e+00
##  [774,]  5.302133e-01
##  [775,]  2.105912e-01
##  [776,]  1.032961e+00
##  [777,]  5.707721e-01
##  [778,]  5.506399e-01
##  [779,] -1.424787e-01
##  [780,]  1.020435e+00
##  [781,] -4.925971e-02
##  [782,]  4.879242e-01
##  [783,] -4.404360e-02
##  [784,]  1.933504e+00
##  [785,]  1.642323e-01
##  [786,]  8.725513e-01
##  [787,]  5.123464e-01
##  [788,]  4.183258e-01
##  [789,]  9.351153e-01
##  [790,]  6.820149e-01
##  [791,]  1.242145e-01
##  [792,]  5.588906e+00
##  [793,]  4.131200e+00
##  [794,]  9.468079e-01
##  [795,]  1.145308e+00
##  [796,]  1.527740e-01
##  [797,]  7.526612e-01
##  [798,]  1.077259e+00
##  [799,]  1.519997e+00
##  [800,]  3.789862e-01
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##  [802,]  6.509088e-01
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##  [805,]  3.009939e+00
##  [806,]  1.910867e-01
##  [807,]  1.359984e-01
##  [808,]  4.988839e-01
##  [809,]  2.485144e-01
##  [810,]  5.010167e-02
##  [811,]  1.821193e+00
##  [812,]  1.825882e-01
##  [813,]  1.411625e-01
##  [814,] -3.233704e-02
##  [815,]  9.791235e-01
##  [816,]  1.904561e+00
##  [817,]  3.622916e-01
##  [818,]  1.860427e+00
##  [819,]  7.831169e-01
##  [820,]  2.597485e+00
##  [821,]  9.283273e-02
##  [822,]  1.555930e+00
##  [823,]  2.594842e-01
##  [824,]  1.123892e+00
##  [825,]  3.306615e-01
##  [826,]  7.615580e-02
##  [827,]  3.366950e-01
##  [828,]  3.803060e-01
##  [829,]  6.386485e-01
##  [830,]  5.895080e-01
##  [831,]  1.269612e-01
##  [832,]  9.196545e-01
##  [833,]  2.131189e+00
##  [834,]  6.098841e-01
##  [835,]  2.780618e-01
##  [836,]  5.067196e-01
##  [837,]  4.264055e-01
##  [838,]  1.949232e+00
##  [839,]  1.236458e+00
##  [840,]  3.083274e+00
##  [841,]  1.107215e+00
##  [842,]  6.309044e-01
##  [843,] -3.953771e-02
##  [844,]  1.675499e+00
##  [845,]  8.111094e-01
##  [846,]  1.023639e+00
##  [847,]  8.447247e-01
##  [848,]  1.313482e+00
##  [849,]  3.062339e+00
##  [850,] -6.393683e-05
##  [851,]  2.815535e+00
##  [852,]  1.499389e-01
##  [853,]  6.316484e-01
##  [854,]  9.461560e-01
##  [855,]  7.315305e-02
##  [856,]  9.585782e-02
##  [857,]  9.549809e-01
##  [858,]  7.059297e-01
##  [859,]  9.416857e-01
##  [860,]  1.920170e+00
##  [861,]  2.253523e+00
##  [862,]  1.205699e+00
##  [863,]  2.684953e-01
##  [864,]  1.714157e+00
##  [865,]  2.037309e-01
##  [866,]  9.268194e-01
##  [867,]  1.640115e-01
##  [868,]  6.271683e-02
##  [869,]  2.354853e+00
##  [870,]  3.096413e+00
##  [871,]  5.838695e-01
##  [872,]  2.818751e-01
##  [873,]  1.455560e+00
##  [874,]  1.692099e+00
##  [875,]  1.908891e+00
##  [876,]  2.374397e+00
##  [877,]  2.860257e-02
##  [878,]  2.173245e+00
##  [879,]  2.282129e+00
##  [880,]  4.700984e-01
##  [881,]  5.624584e+00
##  [882,]  3.278494e-02
##  [883,]  2.548026e-01
##  [884,]  1.928164e+00
##  [885,]  8.101880e-01
##  [886,]  9.136247e-01
##  [887,]  1.817619e+00
##  [888,]  8.212654e-03
##  [889,]  4.348291e-01
##  [890,]  1.555750e+00
##  [891,]  1.187957e+00
##  [892,]  1.256808e+00
##  [893,]  5.346344e-01
##  [894,]  1.275566e+00
##  [895,]  1.400986e+00
##  [896,]  1.518420e-02
##  [897,]  1.637806e-01
##  [898,]  3.002970e-01
##  [899,]  3.608133e-02
##  [900,]  4.372508e+00
##  [901,]  4.627901e-01
##  [902,]  1.037271e+00
##  [903,] -4.633021e-02
##  [904,]  1.685010e+00
##  [905,]  4.576656e-01
##  [906,] -3.536477e-01
##  [907,]  3.848523e+00
##  [908,]  7.040278e-01
##  [909,]  1.762498e+00
##  [910,]  2.695246e+00
##  [911,]  7.440416e-02
##  [912,]  8.811806e-01
##  [913,]  2.893262e-01
##  [914,]  7.645164e+00
##  [915,]  1.237762e+00
##  [916,]  5.926464e-01
##  [917,]  2.014840e+00
##  [918,]  2.679686e+00
##  [919,]  9.692661e-01
##  [920,]  9.119349e-01
##  [921,]  4.026397e+00
##  [922,]  4.405114e-01
##  [923,]  5.865089e-01
##  [924,]  6.338446e-01
##  [925,]  2.258448e-01
##  [926,]  2.590882e-01
##  [927,]  4.908669e-01
##  [928,]  8.328733e-01
##  [929,]  1.259650e+00
##  [930,]  2.345644e-01
##  [931,]  2.348804e+00
##  [932,]  2.335136e-01
##  [933,]  1.003354e-01
##  [934,]  1.401390e+00
##  [935,]  9.639917e-01
##  [936,]  4.985772e-02
##  [937,] -5.994052e-04
##  [938,]  9.543465e-01
##  [939,]  5.933847e-01
##  [940,]  1.034061e-01
##  [941,]  7.025016e-01
##  [942,]  2.135799e+00
##  [943,]  3.463015e-01
##  [944,]  1.096189e+00
##  [945,]  4.343982e-01
##  [946,]  1.984569e-01
##  [947,]  4.566947e-01
##  [948,]  9.155778e-02
##  [949,]  1.464168e+00
##  [950,]  5.820382e-01
##  [951,]  4.766597e-01
##  [952,]  7.214292e-01
##  [953,]  1.208928e-01
##  [954,]  3.337852e-01
##  [955,]  1.473543e+00
##  [956,]  9.110292e-01
##  [957,]  2.446735e+00
##  [958,]  2.626745e+00
##  [959,]  2.222316e-01
##  [960,]  2.394840e-01
##  [961,]  1.692086e-01
##  [962,]  5.743547e-01
##  [963,]  2.032023e+00
##  [964,] -1.042965e-01
##  [965,]  2.119135e+00
##  [966,]  1.024875e+00
##  [967,]  2.540886e+00
##  [968,]  4.006838e-01
##  [969,]  1.822845e+00
##  [970,]  1.988797e+00
##  [971,]  4.116970e-01
##  [972,]  3.226169e+00
##  [973,]  4.518394e-01
##  [974,]  1.727458e+00
##  [975,]  3.339260e-01
##  [976,]  4.890595e-01
##  [977,]  4.093622e+00
##  [978,]  5.179708e-01
##  [979,]  2.913819e-01
##  [980,]  8.477372e-01
##  [981,]  5.667986e-01
##  [982,]  5.715034e-01
##  [983,]  7.018193e-01
##  [984,] -1.688388e-02
##  [985,]  2.318684e+00
##  [986,]  4.541825e-01
##  [987,]  4.475397e-01
##  [988,]  1.992117e-01
##  [989,]  1.433186e-01
##  [990,]  3.518254e-01
##  [991,]  1.389429e+00
##  [992,]  1.174720e+00
##  [993,]  1.966302e+00
##  [994,]  4.986259e+00
##  [995,]  2.336318e+00
##  [996,]  2.937671e+00
##  [997,]  4.098256e+00
##  [998,] -1.657842e-03
##  [999,]  2.162911e+00
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
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## 98            1               3
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## 131           1               3
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## 141           1               0
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## 169           1               4
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## 200           1               0
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## 202           1               3
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## 214           1               0
## 215           1               0
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## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
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## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
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## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
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## 300           1               1
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## 304           1               0
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## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## sci_comp ~ demo$dependents
## attr(,"variables")
## list(sci_comp, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## sci_comp                      0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Personal Community Orientation

Now, Personal Community Orientation:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs   MeanSqs F.Model      R2 Pr(>F)
## demo$dependents   1   0.00537 0.0053707 0.60781 0.00196  0.391
## Residuals       310   2.73921 0.0088362         0.99804       
## Total           311   2.74458                   1.00000       
## 
## $call
## adonis(formula = per_comm_orient ~ demo$dependents)
## 
## $coefficients
##                 per_comm_orient1 per_comm_orient2 per_comm_orient3
## (Intercept)           5.29041347        5.2315657      5.643454358
## demo$dependents       0.02959569        0.1436491      0.005154049
##                 per_comm_orient4
## (Intercept)           5.42916046
## demo$dependents       0.08727523
## 
## $coef.sites
##                             1           2            3            4
## (Intercept)      0.0862013797 0.072592743  0.066148969  0.066148969
## demo$dependents -0.0006203835 0.007943252 -0.004668139 -0.004668139
##                            5           6           7            8            9
## (Intercept)      0.066148969 0.070740692  0.11918269  0.070200016  0.084913321
## demo$dependents -0.004668139 0.003642558 -0.00606933 -0.007619881 -0.002064003
##                          10           11           12          13          14
## (Intercept)     0.109614219  0.134402277  0.070200016 0.072592743 0.072592743
## demo$dependents 0.008416751 -0.005738324 -0.007619881 0.007943252 0.007943252
##                          15          16           17          18           19
## (Intercept)     0.084741741 0.216468095  0.070200016 0.103133351  0.070200016
## demo$dependents 0.002763122 0.006090637 -0.007619881 0.003455703 -0.007619881
##                           20          21          22           23          24
## (Intercept)     0.1133283989 0.252600707 0.072592743  0.066148969  0.08685919
## demo$dependents 0.0007052331 0.007392428 0.007943252 -0.004668139 -0.00732758
##                          25          26           27           28           29
## (Intercept)     0.109614219 0.996632688  0.072057306  0.134402277  0.070200016
## demo$dependents 0.008416751 0.001076624 -0.003847099 -0.005738324 -0.007619881
##                        30           31           32          33           34
## (Intercept)     0.0893445  0.070200016  0.066148969 0.122473016  0.091170467
## demo$dependents 0.0098339 -0.007619881 -0.004668139 0.004865659 -0.002859278
##                           35           36           37           38        39
## (Intercept)      0.070200016  0.118086480  0.068453391  0.070200016 0.0893445
## demo$dependents -0.007619881 -0.005975549 -0.003018766 -0.007619881 0.0098339
##                          40           41           42          43           44
## (Intercept)     0.074515331  0.066148969  0.070200016 0.072592743  0.066148969
## demo$dependents 0.002775836 -0.004668139 -0.007619881 0.007943252 -0.004668139
##                        45          46          47          48          49
## (Intercept)     0.0893445 0.285525371 0.227512656 0.065934325 0.072592743
## demo$dependents 0.0098339 0.002747072 0.002526028 0.004223667 0.007943252
##                            50           51           52           53
## (Intercept)      0.0786478931  0.070200016  0.070200016 0.0642256828
## demo$dependents -0.0004724375 -0.007619881 -0.007619881 0.0001016245
##                           54           55           56          57           58
## (Intercept)      0.070200016  0.118086480  0.070200016 0.065934325 0.0642256828
## demo$dependents -0.007619881 -0.005975549 -0.007619881 0.004223667 0.0001016245
##                           59          60           61           62          63
## (Intercept)      0.066148969  0.08685919 0.0702659909  0.086238758 0.112148956
## demo$dependents -0.004668139 -0.00732758 0.0009418679 -0.006584776 0.006806004
##                           64           65          66           67          68
## (Intercept)      0.102812402  0.118086480 0.109438046 0.0702659909 0.065934325
## demo$dependents -0.006239023 -0.005975549 0.003767471 0.0009418679 0.004223667
##                           69           70           71          72           73
## (Intercept)      0.070200016  0.070200016 0.0702659909 0.072592743  0.070200016
## demo$dependents -0.007619881 -0.007619881 0.0009418679 0.007943252 -0.007619881
##                          74           75           76           77           78
## (Intercept)     0.065934325  0.134402277  0.066148969  0.070200016  0.070200016
## demo$dependents 0.004223667 -0.005738324 -0.004668139 -0.007619881 -0.007619881
##                           79           80           81           82
## (Intercept)      0.102812402  0.070200016  0.070200016  0.070200016
## demo$dependents -0.006239023 -0.007619881 -0.007619881 -0.007619881
##                           83          84         85           86          87
## (Intercept)      0.066148969 0.072592743 0.10163448  0.066148969  0.08685919
## demo$dependents -0.004668139 0.007943252 0.00626249 -0.004668139 -0.00732758
##                          88          89          90           91         92
## (Intercept)     0.072592743 0.065934325 0.109614219  0.082655537 0.13071389
## demo$dependents 0.007943252 0.004223667 0.008416751 -0.003677088 0.00873963
##                           93          94          95          96           97
## (Intercept)      0.066148969 0.137973204 0.072592743 0.072592743  0.070200016
## demo$dependents -0.004668139 0.005153285 0.007943252 0.007943252 -0.007619881
##                          98          99         100          101          102
## (Intercept)     0.065934325 0.072592743 0.157433367  0.134402277  0.070200016
## demo$dependents 0.004223667 0.007943252 0.008458938 -0.005738324 -0.007619881
##                         103       104          105          106          107
## (Intercept)     0.084573143 0.0893445 0.0749605925  0.072607585 0.0642256828
## demo$dependents 0.004461642 0.0098339 0.0003746553 -0.001312681 0.0001016245
##                          108          109         110         111          112
## (Intercept)      0.099055198  0.072057306 0.082171091 0.072592743 0.0749605925
## demo$dependents -0.003463335 -0.003847099 0.005985502 0.007943252 0.0003746553
##                         113          114         115         116          117
## (Intercept)     0.072592743  0.070200016 0.091985994 0.072592743  0.066148969
## demo$dependents 0.007943252 -0.007619881 0.006526489 0.007943252 -0.004668139
##                          118          119          120          121         122
## (Intercept)      0.068453391  0.066148969 0.0702659909  0.070200016 0.072592743
## demo$dependents -0.003018766 -0.004668139 0.0009418679 -0.007619881 0.007943252
##                          123         124           125        126          127
## (Intercept)      0.070200016 0.072592743  0.0679129833 0.11788591  0.102812402
## demo$dependents -0.007619881 0.007943252 -0.0007454683 0.00577206 -0.006239023
##                         128         129         130         131         132
## (Intercept)     0.091985994 0.134756778 0.072592743 0.285525371 0.072592743
## demo$dependents 0.006526489 0.008842436 0.007943252 0.002747072 0.007943252
##                          133         134          135          136          137
## (Intercept)      0.089713127 0.072592743  0.070200016 0.0642256828  0.070200016
## demo$dependents -0.003554339 0.007943252 -0.007619881 0.0001016245 -0.007619881
##                          138          139          140        141          142
## (Intercept)      0.066148969  0.083288554  0.070200016 0.11788591  0.066148969
## demo$dependents -0.004668139 -0.004435037 -0.007619881 0.00577206 -0.004668139
##                          143          144         145         146          147
## (Intercept)      0.070200016 0.0702659909 0.084573143 0.088605043 0.0642256828
## demo$dependents -0.007619881 0.0009418679 0.004461642 0.001106708 0.0001016245
##                          148         149       150          151          152
## (Intercept)      0.070200016 0.065934325 0.0893445  0.072057306  0.070200016
## demo$dependents -0.007619881 0.004223667 0.0098339 -0.003847099 -0.007619881
##                          153         154          155          156          157
## (Intercept)      0.084170622 0.116264578  0.066148969  0.070200016  0.070200016
## demo$dependents -0.006246565 0.005122411 -0.004668139 -0.007619881 -0.007619881
##                         158        159         160          161         162
## (Intercept)     0.076918994 0.13493529 0.113155269 0.0642256828 0.072592743
## demo$dependents 0.004502927 0.00998786 0.006555099 0.0001016245 0.007943252
##                          163          164          165          166
## (Intercept)      0.068453391 0.0992436855  0.070200016  0.066148969
## demo$dependents -0.003018766 0.0002096642 -0.007619881 -0.004668139
##                          167         168          169          170          171
## (Intercept)     0.0702659909 0.072592743  0.084170622  0.084170622  0.070200016
## demo$dependents 0.0009418679 0.007943252 -0.006246565 -0.006246565 -0.007619881
##                          172          173         174         175          176
## (Intercept)      0.083288554  0.066148969 0.070740692 0.084741741 0.0642256828
## demo$dependents -0.004435037 -0.004668139 0.003642558 0.002763122 0.0001016245
##                         177           178         179          180         181
## (Intercept)     0.087094688  0.0679129833 0.157250258  0.066148969 0.072592743
## demo$dependents 0.005389794 -0.0007454683 0.007278416 -0.004668139 0.007943252
##                         182         183          184          185          186
## (Intercept)     0.157250258 0.084741741  0.068453391  0.070200016  0.070200016
## demo$dependents 0.007278416 0.002763122 -0.003018766 -0.007619881 -0.007619881
##                         187          188         189          190          191
## (Intercept)     0.065934325  0.118086480 0.089665338  0.070200016 0.0642256828
## demo$dependents 0.004223667 -0.005975549 0.002167414 -0.007619881 0.0001016245
##                         192         193          194         195         196
## (Intercept)     0.163512573 0.091811112 0.0702659909 0.065934325 0.072592743
## demo$dependents 0.007365586 0.008267802 0.0009418679 0.004223667 0.007943252
##                          197         198         199         200          201
## (Intercept)      0.072607585 0.072592743 0.117452766 0.091811112  0.066148969
## demo$dependents -0.001312681 0.007943252 0.007638808 0.008267802 -0.004668139
##                          202         203          204          205         206
## (Intercept)      0.066148969 0.072592743  0.134402277  0.105345882 0.072592743
## demo$dependents -0.004668139 0.007943252 -0.005738324 -0.002601854 0.007943252
##                          207          208          209         210
## (Intercept)      0.066148969  0.070200016  0.070200016 0.091985994
## demo$dependents -0.004668139 -0.007619881 -0.007619881 0.006526489
##                           211          212         213         214          215
## (Intercept)      0.0679129833  0.066148969 0.091985994 0.072592743  0.066148969
## demo$dependents -0.0007454683 -0.004668139 0.006526489 0.007943252 -0.004668139
##                          216         217         218          219          220
## (Intercept)     0.0749605925 0.163512573 0.110856887  0.118086480  0.070200016
## demo$dependents 0.0003746553 0.007365586 0.005093788 -0.005975549 -0.007619881
##                         221         222         223          224         225
## (Intercept)     0.161591346 0.086264253 0.070740692  0.066148969 0.105397830
## demo$dependents 0.008561668 0.002590553 0.003642558 -0.004668139 0.002789672
##                         226          227       228        229         230
## (Intercept)     0.070740692  0.066148969 0.0893445 0.10943261 0.072592743
## demo$dependents 0.003642558 -0.004668139 0.0098339 0.01020308 0.007943252
##                          231        232          233         234          235
## (Intercept)      0.070200016 0.13814735 0.0702659909 0.109614219  0.070200016
## demo$dependents -0.007619881 0.00626564 0.0009418679 0.008416751 -0.007619881
##                         236          237          238        239        240
## (Intercept)     0.157250258  0.118086480 0.0702659909 0.10163448 0.10943261
## demo$dependents 0.007278416 -0.005975549 0.0009418679 0.00626249 0.01020308
##                         241         242          243          244         245
## (Intercept)     0.072592743 0.072592743  0.134402277 0.0642256828 0.153537489
## demo$dependents 0.007943252 0.007943252 -0.005738324 0.0001016245 0.005242721
##                         246          247         248          249          250
## (Intercept)     0.065934325  0.072607585  0.08685919  0.066148969  0.070200016
## demo$dependents 0.004223667 -0.001312681 -0.00732758 -0.004668139 -0.007619881
##                         251          252         253          254         255
## (Intercept)      0.11918269  0.070200016 0.074515331  0.134402277 0.084573143
## demo$dependents -0.00606933 -0.007619881 0.002775836 -0.005738324 0.004461642
##                         256          257         258         259          260
## (Intercept)     0.323977396  0.070200016 0.093417430 0.072592743  0.070200016
## demo$dependents 0.002884312 -0.007619881 0.006271282 0.007943252 -0.007619881
##                          261       262        263          264          265
## (Intercept)      0.068453391 0.0893445 0.10943261  0.108146900  0.108146900
## demo$dependents -0.003018766 0.0098339 0.01020308 -0.007211551 -0.007211551
##                          266          267          268           269
## (Intercept)      0.070200016 0.0642256828  0.070200016  0.0862013797
## demo$dependents -0.007619881 0.0001016245 -0.007619881 -0.0006203835
##                         270          271        272         273         274
## (Intercept)     0.070740692 0.0642256828 0.13493529  0.11978821 0.072592743
## demo$dependents 0.003642558 0.0001016245 0.00998786 -0.00599616 0.007943252
##                         275          276         277         278         279
## (Intercept)     0.109614219  0.103929564 0.117452766 0.109614219 0.082171091
## demo$dependents 0.008416751 -0.006334568 0.007638808 0.008416751 0.005985502
##                       280          281          282         283         284
## (Intercept)     0.0893445  0.070200016  0.070200016 0.072592743 0.135124135
## demo$dependents 0.0098339 -0.007619881 -0.007619881 0.007943252 0.008154123
##                          285          286         287          288          289
## (Intercept)     0.0642256828  0.118086480 0.084573143  0.103420733  0.102195013
## demo$dependents 0.0001016245 -0.005975549 0.004461642 -0.006967276 -0.006313735
##                          290          291          292          293
## (Intercept)      0.068453391  0.070200016 0.1133283989 0.0702659909
## demo$dependents -0.003018766 -0.007619881 0.0007052331 0.0009418679
##                          294       295          296          297         298
## (Intercept)      0.068453391 0.0893445 0.0642256828  0.070200016 0.072592743
## demo$dependents -0.003018766 0.0098339 0.0001016245 -0.007619881 0.007943252
##                          299          300           301          302
## (Intercept)      0.088627849  0.070200016  0.0679129833  0.102195013
## demo$dependents -0.007348635 -0.007619881 -0.0007454683 -0.006313735
##                         303          304          305          306         307
## (Intercept)     0.110686907  0.070200016 0.0642256828  0.066148969 0.166702319
## demo$dependents 0.004012644 -0.007619881 0.0001016245 -0.004668139 0.003405988
##                        308          309          310          311          312
## (Intercept)     0.21523487  0.070200016 0.0642256828  0.086238758  0.070200016
## demo$dependents 0.00571345 -0.007619881 0.0001016245 -0.006584776 -0.007619881
## 
## $f.perms
##                  [,1]
##    [1,]  0.2195216085
##    [2,]  0.4695972505
##    [3,]  0.0121660056
##    [4,]  0.2485941566
##    [5,]  0.6993018378
##    [6,]  0.0259754638
##    [7,]  0.7240151169
##    [8,]  0.9572632020
##    [9,]  0.4889491951
##   [10,]  2.1437614629
##   [11,]  0.1789859912
##   [12,]  0.7459163537
##   [13,]  0.2373885123
##   [14,]  0.7418580228
##   [15,]  0.4509888649
##   [16,]  0.1122397789
##   [17,]  0.3672076142
##   [18,]  2.8058821635
##   [19,]  0.2944339818
##   [20,]  0.2369735622
##   [21,]  0.5342619365
##   [22,]  0.2255518414
##   [23,]  0.4495115464
##   [24,]  0.6032924451
##   [25,]  0.4684891539
##   [26,]  0.3628012118
##   [27,]  0.2422847157
##   [28,]  0.3766272191
##   [29,]  1.0625755477
##   [30,]  0.2466822453
##   [31,]  0.1604412928
##   [32,]  0.1083826939
##   [33,]  0.4876456441
##   [34,]  0.6786419895
##   [35,] -0.0205832845
##   [36,]  0.0770319869
##   [37,]  0.1320302323
##   [38,]  1.4215677448
##   [39,]  0.1575938410
##   [40,]  0.9048423156
##   [41,]  0.5356555612
##   [42,]  0.0563376482
##   [43,]  0.0057177475
##   [44,]  0.1542991411
##   [45,]  0.1622187948
##   [46,] -0.2665414408
##   [47,]  0.2035572704
##   [48,]  0.1298674548
##   [49,]  1.1151546924
##   [50,]  0.1704463559
##   [51,] 20.7089256154
##   [52,]  0.9626520296
##   [53,]  0.4426687795
##   [54,]  0.1718743668
##   [55,]  2.7667410702
##   [56,]  1.7909411682
##   [57,]  0.3929676369
##   [58,]  0.3361464334
##   [59,]  0.6909937763
##   [60,]  0.5977720459
##   [61,]  0.2367526259
##   [62,]  2.1518915599
##   [63,]  0.0996010608
##   [64,]  0.5031333474
##   [65,] -0.0864388456
##   [66,]  1.1228639308
##   [67,]  1.6587807088
##   [68,]  2.1176395526
##   [69,]  0.1625178879
##   [70,]  0.0007658365
##   [71,]  0.3135555003
##   [72,]  0.0460260431
##   [73,]  0.5209085466
##   [74,]  1.9170977005
##   [75,]  0.7707035786
##   [76,]  0.2035543052
##   [77,]  1.1706651391
##   [78,]  0.4357678794
##   [79,]  2.9565180945
##   [80,] -0.0674598382
##   [81,]  0.7068115829
##   [82,]  0.0471036996
##   [83,] -0.0827750466
##   [84,]  0.1254230024
##   [85,]  0.0110678142
##   [86,] -0.0531206822
##   [87,]  0.9269488513
##   [88,]  0.1685801478
##   [89,]  1.0571859730
##   [90,] 19.8475620314
##   [91,]  1.6319247571
##   [92,]  6.9084520266
##   [93,] -0.0389806836
##   [94,]  2.0013043339
##   [95,]  0.1200973916
##   [96,]  0.6499448172
##   [97,]  0.1072662057
##   [98,]  0.1642987461
##   [99,]  0.8638734264
##  [100,]  1.0437163046
##  [101,] -0.0085055907
##  [102,]  0.7586589381
##  [103,]  0.2655402419
##  [104,]  0.3290595790
##  [105,]  0.4609399607
##  [106,]  0.3051398854
##  [107,]  2.7430219803
##  [108,]  0.7339488827
##  [109,]  0.1804594741
##  [110,]  0.4576930158
##  [111,]  0.9690011747
##  [112,]  0.2823037406
##  [113,]  1.0399086846
##  [114,]  0.4775486745
##  [115,]  0.0322886802
##  [116,] 17.7929522482
##  [117,]  0.3004360995
##  [118,]  0.4093639952
##  [119,]  0.2287138887
##  [120,]  1.6303291588
##  [121,] -0.0706522002
##  [122,]  0.9009512223
##  [123,] 12.5213382263
##  [124,]  2.0868009352
##  [125,]  0.5593066148
##  [126,]  0.2940795325
##  [127,]  1.9407488961
##  [128,] -0.0423527846
##  [129,]  0.2187853205
##  [130,]  0.5825001952
##  [131,]  0.6787095209
##  [132,]  0.1954933346
##  [133,]  0.5305555796
##  [134,]  1.1455701396
##  [135,]  0.2153533728
##  [136,]  0.7743958792
##  [137,]  0.3004892771
##  [138,]  1.1009885554
##  [139,] -0.2257252866
##  [140,]  1.2444524979
##  [141,]  0.4529195669
##  [142,]  0.4965474434
##  [143,]  3.0247032089
##  [144,]  0.3760968953
##  [145,]  0.5026710371
##  [146,]  0.6201389980
##  [147,] 13.5314899508
##  [148,]  0.1864011875
##  [149,]  1.0550105464
##  [150,]  0.1150310245
##  [151,]  0.1080726561
##  [152,]  1.0209257784
##  [153,]  0.4218418398
##  [154,]  0.7643101975
##  [155,]  0.0757398946
##  [156,] -0.0655623299
##  [157,]  0.2112268235
##  [158,]  0.9725279178
##  [159,]  0.4567452928
##  [160,]  0.3695617325
##  [161,]  1.7256922235
##  [162,]  2.3374445076
##  [163,]  0.2668146771
##  [164,]  0.5463894489
##  [165,]  1.1998436805
##  [166,]  2.1822195643
##  [167,]  0.0440208628
##  [168,]  0.3578414526
##  [169,]  3.1968292745
##  [170,] -0.1055180585
##  [171,]  1.3571220714
##  [172,]  0.5699003936
##  [173,]  0.9230144304
##  [174,]  0.0455537405
##  [175,]  0.3148272680
##  [176,] -0.0557963725
##  [177,]  1.5038627589
##  [178,]  0.2379562093
##  [179,]  0.9042040797
##  [180,]  0.0753256896
##  [181,]  0.5596575904
##  [182,] -0.0239918869
##  [183,]  0.1008991166
##  [184,] -0.0205036701
##  [185,]  0.6591713933
##  [186,]  0.1651453324
##  [187,]  0.7901926576
##  [188,]  2.4903205595
##  [189,]  0.3474163956
##  [190,]  0.1745752947
##  [191,]  0.2317688605
##  [192,]  1.8443353530
##  [193,]  0.8735892143
##  [194,]  0.3623522030
##  [195,]  0.4790362745
##  [196,]  0.0787578252
##  [197,]  0.3314168231
##  [198,]  1.2515087122
##  [199,]  1.7662965296
##  [200,]  0.1248926956
##  [201,]  0.6344154840
##  [202,]  0.1668490058
##  [203,]  2.9528785567
##  [204,]  0.7080794347
##  [205,]  0.1841116049
##  [206,]  0.6979353693
##  [207,]  3.1997949839
##  [208,]  0.2468421352
##  [209,]  0.3765003249
##  [210,] -0.0357769617
##  [211,]  0.0264805792
##  [212,]  1.5391371363
##  [213,] 12.1407267320
##  [214,]  0.3350272979
##  [215,]  0.8203592597
##  [216,]  1.7780948518
##  [217,]  0.0695076417
##  [218,]  0.8958924580
##  [219,]  0.8029882395
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##  [754,]  0.2845931270
##  [755,]  0.3954711200
##  [756,]  0.9022571757
##  [757,]  1.2540795886
##  [758,]  0.4201989692
##  [759,]  1.2488847479
##  [760,]  0.4262368128
##  [761,]  0.7669190406
##  [762,]  0.1688527587
##  [763,]  0.5852234581
##  [764,]  0.1419584842
##  [765,]  0.1810306233
##  [766,]  0.7962528094
##  [767,]  0.1936816165
##  [768,]  0.5266710218
##  [769,]  0.0580775417
##  [770,]  0.6894601892
##  [771,]  1.6055616525
##  [772,] -0.0578099053
##  [773,]  4.3295963061
##  [774,]  0.6674552595
##  [775,]  0.6267764200
##  [776,]  2.4463297826
##  [777,]  0.1326285062
##  [778,]  0.5109333543
##  [779,]  0.2668754937
##  [780,]  0.3157279787
##  [781,]  0.3427590323
##  [782,]  0.5588999863
##  [783,]  0.4441027663
##  [784,]  2.5370372193
##  [785,]  0.4458912247
##  [786,]  4.4830896062
##  [787,]  0.4666027494
##  [788,]  0.4435478284
##  [789,]  1.8351957309
##  [790,]  0.6702033750
##  [791,]  0.0375512691
##  [792,] -0.1771513749
##  [793,]  0.5608714674
##  [794,]  0.1974166364
##  [795,]  0.3029681690
##  [796,]  1.9810235703
##  [797,]  0.0762734080
##  [798,]  1.0399954894
##  [799,]  1.0683088560
##  [800,] -0.0062680049
##  [801,]  1.1318072890
##  [802,]  1.2545636735
##  [803,]  1.5190502733
##  [804,]  0.3891528542
##  [805,]  0.1383677996
##  [806,]  0.5221604032
##  [807,]  0.0374590886
##  [808,]  1.0011214264
##  [809,]  0.4794909943
##  [810,]  0.6633513901
##  [811,]  1.6725291577
##  [812,]  0.0586089688
##  [813,]  0.3851273051
##  [814,]  0.3177029146
##  [815,]  0.3673550097
##  [816,]  0.8954894196
##  [817,]  0.4910730982
##  [818,]  0.3752330293
##  [819,] 12.7352736641
##  [820,]  0.2234790704
##  [821,]  0.1788453837
##  [822,]  0.1272000678
##  [823,]  0.4136179750
##  [824,]  0.3048209369
##  [825,]  1.1756739344
##  [826,]  0.5058781842
##  [827,]  0.2810082624
##  [828,]  1.3055086647
##  [829,] 12.3943456752
##  [830,]  0.3137358764
##  [831,]  0.1152311665
##  [832,]  2.4740752874
##  [833,]  0.6011531280
##  [834,]  0.2255077164
##  [835,]  0.4204691416
##  [836,]  0.3447285821
##  [837,]  0.4369026635
##  [838,] 20.6137403603
##  [839,]  0.2641571084
##  [840,]  0.9818428302
##  [841,]  0.5022925546
##  [842,]  1.7575006164
##  [843,]  1.9133256123
##  [844,]  0.0541420674
##  [845,]  2.0066967378
##  [846,]  0.6262305104
##  [847,]  1.2475319884
##  [848,]  6.6851511722
##  [849,]  0.0681087976
##  [850,]  0.4472490448
##  [851,]  3.8830726619
##  [852,]  0.1948200768
##  [853,]  0.2002853448
##  [854,]  0.1046154993
##  [855,]  1.1545851249
##  [856,]  0.6192328026
##  [857,]  0.4648570184
##  [858,]  0.2904346252
##  [859,]  0.2762019572
##  [860,]  2.9858001809
##  [861,]  0.5924874184
##  [862,]  0.1893835622
##  [863,]  1.4086377909
##  [864,]  0.3105247625
##  [865,] -0.1589549174
##  [866,] -0.0383432288
##  [867,]  0.0420386298
##  [868,] -0.1100228345
##  [869,]  0.7084669101
##  [870,]  0.1945771513
##  [871,]  0.4490497766
##  [872,]  0.4491343545
##  [873,]  0.2215244048
##  [874,]  1.6206785056
##  [875,]  1.9957554221
##  [876,]  1.7921920150
##  [877,]  0.6376949475
##  [878,]  0.1146106709
##  [879,]  0.5005267773
##  [880,]  0.2715648116
##  [881,] -0.0073366627
##  [882,]  1.6866204393
##  [883,]  0.9049566869
##  [884,]  0.6083214508
##  [885,]  0.5128030112
##  [886,]  0.7829961847
##  [887,]  0.1576828968
##  [888,]  0.4326908894
##  [889,]  0.1559964857
##  [890,]  0.2767977901
##  [891,]  0.6341672786
##  [892,]  2.1182540247
##  [893,]  0.8531194379
##  [894,]  0.5175019841
##  [895,]  0.4341575777
##  [896,]  0.2741651083
##  [897,] -0.0420000826
##  [898,] -0.0043911437
##  [899,]  0.2189422730
##  [900,]  0.7690110400
##  [901,]  0.0366327370
##  [902,]  0.8626707722
##  [903,]  1.3522434468
##  [904,]  0.0051964160
##  [905,]  1.0875766118
##  [906,]  0.3714320997
##  [907,]  0.7109382376
##  [908,]  0.1037880622
##  [909,]  0.0215038883
##  [910,] -0.1332123291
##  [911,]  0.3509784888
##  [912,]  2.3951042527
##  [913,]  0.2106348527
##  [914,]  0.2655551684
##  [915,]  0.3742393205
##  [916,]  0.1138682670
##  [917,]  0.7564810767
##  [918,] 12.3495665144
##  [919,]  0.0915266221
##  [920,]  1.8353711380
##  [921,]  4.1485860175
##  [922,]  0.5563592704
##  [923,]  1.8372282213
##  [924,]  0.4202678852
##  [925,]  0.3356086321
##  [926,]  4.7433748988
##  [927,]  0.9027201641
##  [928,]  0.0772359569
##  [929,]  0.6743229379
##  [930,]  0.2194171325
##  [931,]  0.2219188187
##  [932,]  0.5390926584
##  [933,]  0.9152808209
##  [934,]  0.7709135376
##  [935,]  0.0721247628
##  [936,]  0.0786845878
##  [937,]  0.2368757010
##  [938,]  0.3199347398
##  [939,]  1.4612557560
##  [940,] -0.0196821183
##  [941,]  0.7732576850
##  [942,]  0.4134351419
##  [943,]  0.2521213053
##  [944,]  0.4669768908
##  [945,]  0.4629480775
##  [946,]  1.7309379338
##  [947,]  0.2141639235
##  [948,] -0.0728036911
##  [949,]  0.4158848113
##  [950,]  0.3765201275
##  [951,]  0.0340566470
##  [952,]  0.2203711894
##  [953,]  0.0877109412
##  [954,]  0.7378986789
##  [955,]  0.2599579498
##  [956,]  1.1708914220
##  [957,]  1.7403133555
##  [958,]  0.1676764586
##  [959,]  0.4813294404
##  [960,]  0.9359047047
##  [961,]  0.1007970734
##  [962,]  0.5548512495
##  [963,]  4.0886536409
##  [964,]  0.1535102776
##  [965,] -0.0699369303
##  [966,]  0.2210586332
##  [967,]  0.3194504122
##  [968,]  0.1313292218
##  [969,]  0.0851508407
##  [970,]  7.1173342307
##  [971,]  0.1689574764
##  [972,]  0.3711784006
##  [973,]  0.8192533377
##  [974,]  2.4831470122
##  [975,]  0.9627935815
##  [976,]  0.3174001642
##  [977,]  1.5580485867
##  [978,]  1.3365915102
##  [979,] -0.0912806329
##  [980,]  0.6409525927
##  [981,]  0.3336191851
##  [982,]  0.3516101001
##  [983,]  1.1323752500
##  [984,]  0.4019899941
##  [985,]  0.5341809558
##  [986,]  1.5074116093
##  [987,]  0.7652368207
##  [988,]  0.3790855852
##  [989,]  0.5833998545
##  [990,]  0.2992605744
##  [991,]  0.4029900577
##  [992,]  0.0853769313
##  [993,]  0.2122113049
##  [994,]  0.3511391138
##  [995,]  2.7437963159
##  [996,] -0.0878580658
##  [997,]  1.7947105371
##  [998,]  0.2051373910
##  [999,]  1.3651706653
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
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## 10            1               0
## 11            1               0
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## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
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## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
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## 98            1               3
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## 131           1               3
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## 214           1               0
## 215           1               0
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## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
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## 224           1               0
## 225           1               0
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## 229           1               0
## 230           1               0
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## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
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## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
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## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
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## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
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## 275           1               0
## 276           1               0
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## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
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## 300           1               1
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## 302           1               0
## 303           1               0
## 304           1               0
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## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## per_comm_orient ~ demo$dependents
## attr(,"variables")
## list(per_comm_orient, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## per_comm_orient               0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to number of dependents.

Science Community Orientation

Now, Competency in Science:

Well crap, something is broke there. Let’s try running a different form of MDS, giving us a similar analysis in a different way. We can interpret this data similarly to how we did before:

And an Adonis test:

## $aov.tab
## Permutation: free
## Number of permutations: 999
## 
## Terms added sequentially (first to last)
## 
##                  Df SumsOfSqs  MeanSqs F.Model     R2 Pr(>F)
## demo$dependents   1    0.0132 0.013201 0.90217 0.0029  0.319
## Residuals       310    4.5361 0.014633         0.9971       
## Total           311    4.5493                  1.0000       
## 
## $call
## adonis(formula = sci_comm_orient ~ demo$dependents)
## 
## $coefficients
##                 sci_comm_orient1 sci_comm_orient2 sci_comm_orient3
## (Intercept)            5.0864964        5.2819379        5.2730501
## demo$dependents        0.1492154        0.1071355        0.1235826
##                 sci_comm_orient4 sci_comm_orient_ave
## (Intercept)            5.1864391           5.2069809
## demo$dependents        0.1240637           0.1259993
## 
## $coef.sites
##                          1           2          3           4          5
## (Intercept)     0.08347803 0.097010988 0.08347803 0.268317147 0.08347803
## demo$dependents 0.00500459 0.006750758 0.00500459 0.007110924 0.00500459
##                            6           7            8            9          10
## (Intercept)     0.0865088076  0.13979918  0.090418730  0.107074619 0.110943979
## demo$dependents 0.0008383717 -0.01083956 -0.009240144 -0.009575361 0.004494135
##                          11           12         13         14          15
## (Intercept)     0.094634641  0.090418730 0.08347803 0.08347803 0.083139672
## demo$dependents 0.003846986 -0.009240144 0.00500459 0.00500459 0.001144151
##                          16           17          18           19            20
## (Intercept)     0.097010988  0.090418730 0.083274396  0.090418730  0.0980001259
## demo$dependents 0.006750758 -0.009240144 0.001872503 -0.009240144 -0.0009963813
##                           21         22          23           24         25
## (Intercept)      0.142081764 0.08347803 0.109079073  0.085080241 0.08347803
## demo$dependents -0.006829441 0.00500459 0.004552816 -0.002466772 0.00500459
##                          26         27          28           29          30
## (Intercept)     0.996632688 0.08347803 0.151021387  0.090418730 0.115083590
## demo$dependents 0.001076624 0.00500459 0.009480585 -0.009240144 0.007042447
##                           31          32          33          34           35
## (Intercept)      0.090418730  0.08598639 0.235851437  0.08598639  0.090418730
## demo$dependents -0.009240144 -0.00533514 0.007412498 -0.00533514 -0.009240144
##                           36          37           38          39         40
## (Intercept)      0.107074619  0.08598639  0.090418730 0.097010988 0.08347803
## demo$dependents -0.009575361 -0.00533514 -0.009240144 0.006750758 0.00500459
##                           41           42           43          44         45
## (Intercept)      0.090418730  0.090418730 0.0865088076 0.126434368 0.20551674
## demo$dependents -0.009240144 -0.009240144 0.0008383717 0.005716394 0.00834118
##                          46          47         48         49         50
## (Intercept)     0.268317147 0.137068782 0.11253218 0.08347803 0.08347803
## demo$dependents 0.007110924 0.007266072 0.00813729 0.00500459 0.00500459
##                           51           52          53           54          55
## (Intercept)      0.090418730 0.0865088076 0.114047253  0.090418730  0.15577083
## demo$dependents -0.009240144 0.0008383717 0.007973007 -0.009240144 -0.01170591
##                           56         57          58          59            60
## (Intercept)      0.090418730 0.15567625 0.131000900  0.08598639  1.155221e-01
## demo$dependents -0.009240144 0.00765216 0.009206143 -0.00533514 -3.950731e-05
##                           61          62          63          64           65
## (Intercept)      0.085211800  0.10754161 0.118424501  0.13979918  0.090418730
## demo$dependents -0.001755215 -0.00993809 0.006253351 -0.01083956 -0.009240144
##                          66           67          68           69           70
## (Intercept)     0.100131269  0.090418730 0.084750188  0.090418730  0.090418730
## demo$dependents 0.002391904 -0.009240144 0.001147527 -0.009240144 -0.009240144
##                           71         72          73          74          75
## (Intercept)      0.090418730 0.08347803  0.15577083 0.158803004  0.15577083
## demo$dependents -0.009240144 0.00500459 -0.01170591 0.008058345 -0.01170591
##                         76           77           78          79           80
## (Intercept)     0.09949826  0.090418730  0.090418730  0.14012424  0.090418730
## demo$dependents 0.00568340 -0.009240144 -0.009240144 -0.01114886 -0.009240144
##                           81          82          83          84          85
## (Intercept)      0.090418730  0.08598639  0.08598639 0.094634641 0.094496596
## demo$dependents -0.009240144 -0.00533514 -0.00533514 0.003846986 0.003101028
##                          86           87           88          89           90
## (Intercept)     0.083274396  0.120653379  0.095700399 0.114047253  0.089206477
## demo$dependents 0.001872503 -0.008108848 -0.003565858 0.007973007 -0.005628075
##                           91         92         93          94         95
## (Intercept)      0.090418730 0.11253218 0.08347803 0.095243129 0.08347803
## demo$dependents -0.009240144 0.00813729 0.00500459 0.002862341 0.00500459
##                         96           97          98          99         100
## (Intercept)     0.08347803  0.090418730 0.083139672 0.097010988 0.177600155
## demo$dependents 0.00500459 -0.009240144 0.001144151 0.006750758 0.008721531
##                          101          102         103        104          105
## (Intercept)      0.090418730  0.090418730 0.083139672 0.08347803  0.088373168
## demo$dependents -0.009240144 -0.009240144 0.001144151 0.00500459 -0.002765992
##                        106          107          108          109          110
## (Intercept)     0.09949826  0.097985772  0.134604263  0.089206477  0.097985772
## demo$dependents 0.00568340 -0.001250943 -0.007927132 -0.005628075 -0.001250943
##                          111        112         113         114         115
## (Intercept)      0.090418730 0.08347803 0.133619833 0.151021387 0.176971176
## demo$dependents -0.009240144 0.00500459 0.008082367 0.009480585 0.008571524
##                        116          117         118         119        120
## (Intercept)     0.08347803  0.090418730 0.097774885 0.236589653 0.08347803
## demo$dependents 0.00500459 -0.009240144 0.006506519 0.008358041 0.00500459
##                          121        122          123         124          125
## (Intercept)      0.090418730 0.08347803  0.090418730 0.176971176  0.112530884
## demo$dependents -0.009240144 0.00500459 -0.009240144 0.008571524 -0.003802928
##                          126         127         128         129          130
## (Intercept)      0.090418730  0.13979918 0.669347067 0.114829322  0.090418730
## demo$dependents -0.009240144 -0.01083956 0.005790813 0.007722958 -0.009240144
##                         131        132         133        134          135
## (Intercept)     0.268317147 0.08347803  0.14012424 0.08347803  0.090418730
## demo$dependents 0.007110924 0.00500459 -0.01114886 0.00500459 -0.009240144
##                         136          137         138          139          140
## (Intercept)     0.083139672  0.090418730 0.099251036  0.085080241  0.090418730
## demo$dependents 0.001144151 -0.009240144 0.006345534 -0.002466772 -0.009240144
##                         141          142          143         144         145
## (Intercept)     0.176971176  0.090418730  0.090418730 0.140357622 0.083139672
## demo$dependents 0.008571524 -0.009240144 -0.009240144 0.006960153 0.001144151
##                          146         147         148        149         150
## (Intercept)      0.090418730  0.08598639 0.669347067 0.08347803 0.150203073
## demo$dependents -0.009240144 -0.00533514 0.005790813 0.00500459 0.005051908
##                          151          152         153           154         155
## (Intercept)      0.090418730  0.090418730 0.137068782  0.0947513599 0.097010988
## demo$dependents -0.009240144 -0.009240144 0.007266072 -0.0002168114 0.006750758
##                          156          157         158           159         160
## (Intercept)      0.090418730  0.090418730 0.138733062  0.0947513599  0.12384523
## demo$dependents -0.009240144 -0.009240144 0.006447525 -0.0002168114 -0.01016093
##                        161        162         163         164        165
## (Intercept)     0.08347803 0.08347803  0.08598639 0.272905765 0.08347803
## demo$dependents 0.00500459 0.00500459 -0.00533514 0.008230344 0.00500459
##                          166         167         168        169          170
## (Intercept)      0.089077937 0.098692088 0.236589653 0.08347803  0.090418730
## demo$dependents -0.006323595 0.002549708 0.008358041 0.00500459 -0.009240144
##                          171          172         173         174         175
## (Intercept)      0.090418730  0.102804501 0.206137143  0.08598639 0.185648412
## demo$dependents -0.009240144 -0.006835108 0.008505631 -0.00533514 0.008410639
##                          176         177         178         179          180
## (Intercept)     0.0865088076 0.151021387 0.094496596 0.151021387  0.083639383
## demo$dependents 0.0008383717 0.009480585 0.003101028 0.009480585 -0.001758718
##                          181         182         183         184          185
## (Intercept)      0.090418730 0.151021387  0.08598639  0.08598639  0.090418730
## demo$dependents -0.009240144 0.009480585 -0.00533514 -0.00533514 -0.009240144
##                          186         187         188          189          190
## (Intercept)      0.090418730 0.084750188  0.14074410  0.090418730  0.090418730
## demo$dependents -0.009240144 0.001147527 -0.01134704 -0.009240144 -0.009240144
##                        191         192        193          194        195
## (Intercept)     0.11253218 0.094634641 0.08347803  0.087670394 0.08347803
## demo$dependents 0.00813729 0.003846986 0.00500459 -0.005631689 0.00500459
##                        196          197        198         199         200
## (Intercept)     0.08347803  0.095700399 0.18559734 0.097774885 0.097774885
## demo$dependents 0.00500459 -0.003565858 0.00726636 0.006506519 0.006506519
##                          201          202          203          204
## (Intercept)      0.090418730  0.090418730  0.090418730  0.090418730
## demo$dependents -0.009240144 -0.009240144 -0.009240144 -0.009240144
##                          205        206          207         208          209
## (Intercept)      0.118233678 0.08347803  0.088373168 0.083274396  0.090418730
## demo$dependents -0.007139947 0.00500459 -0.002765992 0.001872503 -0.009240144
##                         210        211          212         213          214
## (Intercept)     0.083274396 0.08347803  0.085211800 0.151021387  0.089077937
## demo$dependents 0.001872503 0.00500459 -0.001755215 0.009480585 -0.006323595
##                          215          216          217         218         219
## (Intercept)      0.090418730  0.090418730  0.090418730 0.095243129  0.15577083
## demo$dependents -0.009240144 -0.009240144 -0.009240144 0.002862341 -0.01170591
##                          220        221          222          223          224
## (Intercept)      0.090418730 0.08347803  0.090418730  0.088373168  0.095700399
## demo$dependents -0.009240144 0.00500459 -0.009240144 -0.002765992 -0.003565858
##                         225         226          227        228        229
## (Intercept)     0.268317147 0.116598662 0.0865088076 0.08347803 0.08347803
## demo$dependents 0.007110924 0.006878165 0.0008383717 0.00500459 0.00500459
##                         230         231          232          233          234
## (Intercept)     0.133619833 0.214408247  0.086800750  0.090418730  0.090418730
## demo$dependents 0.008082367 0.007001394 -0.002769495 -0.009240144 -0.009240144
##                         235         236         237         238          239
## (Intercept)     0.084750188 0.151021387  0.14029512 0.140376793  0.087670394
## demo$dependents 0.001147527 0.009480585 -0.01099813 0.006954024 -0.005631689
##                         240        241        242         243          244
## (Intercept)     0.095381174 0.08347803 0.08347803  0.15577083  0.090418730
## demo$dependents 0.003608299 0.00500459 0.00500459 -0.01170591 -0.009240144
##                         245        246         247          248        249
## (Intercept)     0.118424501 0.13378141 0.095381174  0.107074619 0.08347803
## demo$dependents 0.006253351 0.00436774 0.003608299 -0.009575361 0.00500459
##                          250         251          252         253         254
## (Intercept)      0.090418730  0.15577083  0.090418730 0.097010988  0.15577083
## demo$dependents -0.009240144 -0.01170591 -0.009240144 0.006750758 -0.01170591
##                        255         256          257         258        259
## (Intercept)     0.08347803 0.177695450  0.090418730 0.268317147 0.08347803
## demo$dependents 0.00500459 0.009441707 -0.009240144 0.007110924 0.00500459
##                         260          261         262         263          264
## (Intercept)     0.268317147  0.085211800 0.236589653 0.236589653  0.090418730
## demo$dependents 0.007110924 -0.001755215 0.008358041 0.008358041 -0.009240144
##                          265          266        267          268           269
## (Intercept)      0.090418730  0.090418730 0.08347803  0.090418730  1.119699e-01
## demo$dependents -0.009240144 -0.009240144 0.00500459 -0.009240144 -7.619253e-05
##                         270         271         272          273        274
## (Intercept)     0.096147107  0.08598639 0.268317147  0.090418730 0.11253218
## demo$dependents 0.003104258 -0.00533514 0.007110924 -0.009240144 0.00813729
##                         275          276         277         278         279
## (Intercept)      0.08598639  0.090418730 0.184126361 0.114301521 0.205493622
## demo$dependents -0.00533514 -0.009240144 0.007385566 0.007292497 0.008348571
##                         280          281          282          283         284
## (Intercept)     0.114047253  0.090418730  0.090418730  0.083639383 0.083274396
## demo$dependents 0.007973007 -0.009240144 -0.009240144 -0.001758718 0.001872503
##                          285         286          287         288         289
## (Intercept)      0.085080241  0.15577083  0.083639383  0.12463409  0.13979918
## demo$dependents -0.002466772 -0.01170591 -0.001758718 -0.01083178 -0.01083956
##                          290          291         292          293         294
## (Intercept)      0.090418730  0.090418730 0.083139672  0.089077937 0.097774885
## demo$dependents -0.009240144 -0.009240144 0.001144151 -0.006323595 0.006506519
##                          295        296         297          298          299
## (Intercept)      0.086932309 0.08347803  0.15577083  0.086932309  0.107074619
## demo$dependents -0.002057937 0.00500459 -0.01170591 -0.002057937 -0.009575361
##                          300        301          302         303         304
## (Intercept)      0.090418730 0.08347803  0.090418730 0.115083590 0.096682310
## demo$dependents -0.009240144 0.00500459 -0.009240144 0.007042447 0.002704537
##                           305         306         307         308         309
## (Intercept)      1.136204e-01  0.08598639 0.205417120 0.211107348 0.114047253
## demo$dependents -7.296284e-05 -0.00533514 0.007595577 0.006553706 0.007973007
##                        310          311         312
## (Intercept)     0.09949826  0.090418730 0.210140987
## demo$dependents 0.00568340 -0.009240144 0.003268296
## 
## $f.perms
##                  [,1]
##    [1,]  0.9918139867
##    [2,]  1.4765785265
##    [3,]  0.1286535660
##    [4,]  0.3854878669
##    [5,]  1.4673163272
##    [6,]  3.1468861948
##    [7,]  1.9642215254
##    [8,]  0.3690316229
##    [9,]  0.2093049400
##   [10,]  1.9068921233
##   [11,]  0.7976718492
##   [12,]  0.0990250169
##   [13,]  0.1466854967
##   [14,]  0.2182810284
##   [15,]  1.4469880270
##   [16,]  0.4623807239
##   [17,]  0.4035002719
##   [18,] -0.0775439977
##   [19,]  0.1522428825
##   [20,]  1.3959576551
##   [21,]  0.2235458341
##   [22,]  0.1489635268
##   [23,]  0.1088109154
##   [24,]  0.2491759033
##   [25,]  0.1992237252
##   [26,]  0.5330215619
##   [27,]  1.2704269628
##   [28,]  1.2202438402
##   [29,]  3.5623654504
##   [30,]  0.2608387446
##   [31,]  0.1576869711
##   [32,]  0.5953769694
##   [33,]  0.5583567443
##   [34,]  0.2696226867
##   [35,]  0.4170831492
##   [36,]  0.1248359834
##   [37,]  0.5594978064
##   [38,]  1.3097730005
##   [39,]  0.6004964879
##   [40,]  0.2694240707
##   [41,]  0.4076941325
##   [42,]  0.3036742762
##   [43,]  0.5483042228
##   [44,]  0.0377057598
##   [45,]  3.0629237796
##   [46,]  0.1461747963
##   [47,]  0.2492936913
##   [48,]  0.0999022713
##   [49,]  1.7016338517
##   [50,]  0.2957908143
##   [51,] 12.3670472207
##   [52,]  0.1437928322
##   [53,]  0.3334800545
##   [54,]  1.0895359849
##   [55,]  1.0702262718
##   [56,]  0.3122621030
##   [57,]  0.1816325325
##   [58,]  0.3054862075
##   [59,]  0.6017314222
##   [60,]  0.2339929999
##   [61,]  0.6154605933
##   [62,] -0.0494938258
##   [63,]  0.1023562786
##   [64,]  1.3267132560
##   [65,]  0.8505334689
##   [66,]  6.4287644502
##   [67,]  3.5397080099
##   [68,]  3.4393465161
##   [69,]  0.2580046186
##   [70,]  0.0717359384
##   [71,]  0.2909821672
##   [72,]  0.2962422943
##   [73,]  0.0525803431
##   [74,]  3.9221397987
##   [75,]  5.1987646910
##   [76,]  0.1830949183
##   [77,]  0.6095638787
##   [78,]  0.2846970612
##   [79,]  0.2839951636
##   [80,]  0.5536089345
##   [81,]  1.4948137371
##   [82,]  0.3144212175
##   [83,]  0.3881604370
##   [84,]  0.3008350406
##   [85,]  1.3973597007
##   [86,]  0.3682423911
##   [87,]  1.2931375783
##   [88,]  0.6741507233
##   [89,]  1.0822569166
##   [90,] 14.6235657145
##   [91,]  1.9230909498
##   [92,]  4.1483282511
##   [93,]  0.1109687751
##   [94,]  3.6584250609
##   [95,]  0.2108903963
##   [96,] -0.0066476544
##   [97,]  0.7514811499
##   [98,]  0.1353965409
##   [99,]  0.1127214675
##  [100,]  0.1424710006
##  [101,]  0.4969939281
##  [102,]  3.3915806744
##  [103,]  1.0698370834
##  [104,]  0.1286363048
##  [105,]  0.3174668770
##  [106,]  0.3923852902
##  [107,]  0.7931283725
##  [108,]  0.0046363199
##  [109,]  0.1049018259
##  [110,]  0.9323907111
##  [111,]  0.3057274099
##  [112,]  1.6022893864
##  [113,]  0.2368387699
##  [114,]  0.6148556367
##  [115,]  8.3697585498
##  [116,] 10.5494713665
##  [117,]  0.0648906317
##  [118,]  1.6924839123
##  [119,]  0.8582255052
##  [120,]  0.3482795574
##  [121,]  0.2475537026
##  [122,]  0.1672543801
##  [123,]  7.7608822788
##  [124,]  0.3116703131
##  [125,]  0.2362878958
##  [126,]  1.3100889361
##  [127,]  1.2218542748
##  [128,]  0.1653003920
##  [129,]  0.1129534519
##  [130,]  0.5895064895
##  [131,]  1.2670764953
##  [132,]  0.3438600677
##  [133,]  0.3892920536
##  [134,]  0.3283789441
##  [135,]  0.2240767277
##  [136,] -0.0237224494
##  [137,]  0.3935341566
##  [138,]  0.5951541913
##  [139,] -0.0026767810
##  [140,]  0.6104191593
##  [141,]  1.2154806399
##  [142,]  0.5779370210
##  [143,]  0.0079385096
##  [144,]  0.2717214562
##  [145,]  0.2856678348
##  [146,]  0.0739757744
##  [147,] 10.3596867593
##  [148,]  0.0996680246
##  [149,]  1.2308095677
##  [150,]  0.2991237486
##  [151,]  0.3598031888
##  [152,]  0.2028491479
##  [153,]  1.9523868758
##  [154,]  0.0602103100
##  [155,]  0.8063743814
##  [156,]  0.9546836584
##  [157,]  0.2188266464
##  [158,]  2.6311323923
##  [159,]  0.0768980367
##  [160,]  0.2845353663
##  [161,]  0.3508348764
##  [162,]  1.7906249612
##  [163,]  0.4554754307
##  [164,]  1.3570798247
##  [165,]  0.6754369276
##  [166,]  2.0340202380
##  [167,]  0.9125333899
##  [168,]  0.4019723223
##  [169,]  1.3396278298
##  [170,]  0.2282656247
##  [171,]  0.6076912065
##  [172,]  2.1947776570
##  [173,]  0.1139105820
##  [174,]  0.0690197248
##  [175,]  0.3653569558
##  [176,]  1.0723179357
##  [177,]  0.9802852824
##  [178,]  0.2539261469
##  [179,]  1.2683394708
##  [180,]  0.1856762408
##  [181,]  0.6595404851
##  [182,]  0.3628385482
##  [183,]  0.5539091485
##  [184,]  0.2378377875
##  [185,]  0.1914566281
##  [186,]  0.4308466508
##  [187,]  0.1034089462
##  [188,]  9.3755713336
##  [189,]  1.1819115772
##  [190,]  0.2229932668
##  [191,]  0.6510471524
##  [192,]  0.1077414352
##  [193,]  0.2579840762
##  [194,]  0.8792225103
##  [195,]  0.0233151065
##  [196,]  0.1656839831
##  [197,]  0.7432205009
##  [198,]  1.4686346374
##  [199,]  0.2435249641
##  [200,]  0.0971654971
##  [201,]  0.1100798045
##  [202,]  0.3837611523
##  [203,]  0.9257885035
##  [204,]  0.5871153662
##  [205,]  0.3119769224
##  [206,]  1.9170868529
##  [207,]  0.5662278767
##  [208,]  0.2184557909
##  [209,]  0.0801573890
##  [210,]  0.4196725417
##  [211,]  0.4462336158
##  [212,]  0.9312911113
##  [213,]  6.9781582074
##  [214,]  0.2627817866
##  [215,]  0.5843158164
##  [216,]  0.6463904686
##  [217,]  0.2568069007
##  [218,]  0.0335805469
##  [219,]  1.1361263424
##  [220,]  0.3918114341
##  [221,] -0.0181561871
##  [222,]  0.4031776002
##  [223,]  2.1425206508
##  [224,]  0.3714143899
##  [225,]  0.4127037188
##  [226,]  0.1921037945
##  [227,]  0.5842217771
##  [228,]  0.0960132955
##  [229,]  0.2345912814
##  [230,]  0.0720821426
##  [231,] -0.0428590962
##  [232,]  0.1352760163
##  [233,] -0.0092615078
##  [234,]  4.6259992293
##  [235,]  0.0951413451
##  [236,]  0.1449533573
##  [237,]  0.8274034943
##  [238,]  0.0895329748
##  [239,]  0.0448888038
##  [240,]  0.2295626477
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##  [774,]  0.9345571392
##  [775,]  1.9401576414
##  [776,]  0.2341530159
##  [777,]  0.3451934822
##  [778,]  0.2482355435
##  [779,]  0.0934856104
##  [780,]  1.4389224613
##  [781,]  1.2804427457
##  [782,]  1.2066408954
##  [783,]  0.5391734738
##  [784,]  0.7976024889
##  [785,]  0.7309770377
##  [786,]  0.9387347033
##  [787,]  2.2612112614
##  [788,]  0.8132645112
##  [789,]  1.0993176929
##  [790,]  0.3353355648
##  [791,]  1.8943308161
##  [792,]  0.1170313543
##  [793,]  0.4432212918
##  [794,]  0.9520981824
##  [795,]  1.1045121990
##  [796,]  0.0847468882
##  [797,]  1.4237800187
##  [798,]  0.2794072251
##  [799,]  0.4298196212
##  [800,]  0.0292088945
##  [801,]  0.6378793749
##  [802,]  0.0051111398
##  [803,]  0.3162507145
##  [804,]  0.4898288892
##  [805,]  0.5905945798
##  [806,]  0.2900859481
##  [807,]  0.1594013332
##  [808,]  2.6123915124
##  [809,]  0.0812382359
##  [810,]  0.0467403017
##  [811,]  0.3986288474
##  [812,]  2.6059425580
##  [813,]  0.0585745292
##  [814,]  0.1245246032
##  [815,]  0.7770950292
##  [816,]  0.1089092934
##  [817,]  1.3939863774
##  [818,]  0.3382573717
##  [819,]  7.0376141682
##  [820,]  0.3067580816
##  [821,]  1.4599982633
##  [822,]  2.2177336661
##  [823,]  0.2132308039
##  [824,]  0.0204051600
##  [825,]  3.7155987792
##  [826,]  1.7508934288
##  [827,]  1.4298651457
##  [828,]  0.5872276001
##  [829,]  7.1589126081
##  [830,]  0.2040945923
##  [831,]  0.8734309545
##  [832,]  1.0902383784
##  [833,]  0.9309148970
##  [834,]  1.7113885761
##  [835,]  0.9782512589
##  [836,]  0.6820346054
##  [837,]  0.2431620850
##  [838,] 11.4754340563
##  [839,]  0.0574116354
##  [840,]  2.2760975196
##  [841,]  0.8855718019
##  [842,]  0.2036743603
##  [843,]  0.6930703484
##  [844,]  0.1486481598
##  [845,]  4.8416786258
##  [846,]  0.1059367159
##  [847,]  0.4068465365
##  [848,]  4.7506945183
##  [849,]  0.5709796196
##  [850,]  3.4952595533
##  [851,]  0.5172557658
##  [852,]  0.0593926187
##  [853,]  0.6163129999
##  [854,]  0.1138914182
##  [855,]  0.1298190596
##  [856,]  0.3010033411
##  [857,]  7.8217766232
##  [858,]  0.8137072650
##  [859,]  0.6096812243
##  [860,]  0.1244147789
##  [861,]  2.1254723421
##  [862,]  0.7514719786
##  [863,]  3.2309893360
##  [864,]  0.1686676947
##  [865,]  0.1828819264
##  [866,]  0.1382578275
##  [867,]  1.1304171166
##  [868,]  2.3815187572
##  [869,]  0.6073244771
##  [870,]  0.0891469307
##  [871,]  0.5527385725
##  [872,]  0.4040914908
##  [873,]  0.3421082504
##  [874,]  0.0945310949
##  [875,]  1.2401355325
##  [876,]  0.5181922996
##  [877,]  0.2350095697
##  [878,]  0.7065240187
##  [879,]  1.2868322387
##  [880,]  0.0880235695
##  [881,]  1.3788037828
##  [882,]  3.4103340794
##  [883,]  0.2466732168
##  [884,]  0.0534986610
##  [885,]  0.1620282887
##  [886,]  0.4378279712
##  [887,]  0.0580051973
##  [888,]  0.2077166986
##  [889,]  1.0985700479
##  [890,]  0.1680701570
##  [891,]  0.4244064812
##  [892,]  0.3523254283
##  [893,]  2.2934390450
##  [894,]  0.4276157013
##  [895,]  0.6874709550
##  [896,]  1.7582003461
##  [897,]  0.1150909302
##  [898,]  0.0978008217
##  [899,]  1.0188336896
##  [900,]  0.9947054364
##  [901,]  1.0850150643
##  [902,]  0.9689776586
##  [903,]  1.2214340559
##  [904,] -0.1501942268
##  [905,]  0.1057899354
##  [906,]  0.8727242802
##  [907,]  0.3377182083
##  [908,]  0.9994333397
##  [909,]  1.4507392714
##  [910,]  0.1288605100
##  [911,]  2.7309335311
##  [912,]  2.1554489767
##  [913,]  0.3913541320
##  [914,]  1.2649304808
##  [915,]  0.9695479881
##  [916,] -0.0307308837
##  [917,]  1.2093855065
##  [918,]  7.1437504633
##  [919,]  0.8263593119
##  [920,]  0.0690654561
##  [921,]  1.8622405639
##  [922,]  0.3390233206
##  [923,]  3.0317155732
##  [924,]  1.2043975314
##  [925,]  0.2212631269
##  [926,]  0.9484744253
##  [927,]  0.6485831654
##  [928,]  4.8480381479
##  [929,]  2.6624074347
##  [930,]  0.4588898105
##  [931,]  0.4076125824
##  [932,]  0.4251157646
##  [933,]  1.1048185958
##  [934,]  0.3221765657
##  [935,]  1.3596300017
##  [936,]  0.6939496270
##  [937,]  0.7013663923
##  [938,]  0.3019686439
##  [939,]  0.1420879067
##  [940,] -0.0209620788
##  [941,]  0.4591976760
##  [942,]  2.7343868074
##  [943,]  0.3398359586
##  [944,]  0.9287101881
##  [945,]  4.2444522152
##  [946,]  1.0964276739
##  [947,]  0.3217671990
##  [948,]  0.2827516140
##  [949,]  0.4988135311
##  [950,]  0.2541722053
##  [951,]  0.0020282363
##  [952,]  0.9960143230
##  [953,]  0.1320813458
##  [954,]  0.2255598157
##  [955,]  0.5746486261
##  [956,]  2.5013252153
##  [957,]  3.5956210031
##  [958,]  0.5040950751
##  [959,]  0.0641521215
##  [960,]  0.9231207411
##  [961,]  0.0646087664
##  [962,]  0.6346766364
##  [963,]  2.2687432802
##  [964,]  2.0246693660
##  [965,]  0.1736095780
##  [966,]  1.1058454937
##  [967,]  3.0933661927
##  [968,]  1.5184171472
##  [969,]  0.9295091181
##  [970,]  4.5858922050
##  [971,]  0.3321041426
##  [972,]  0.5605324868
##  [973,]  0.1200692642
##  [974,]  2.1086703641
##  [975,]  0.4957071449
##  [976,]  1.3899622642
##  [977,]  0.1577733588
##  [978,]  0.1672718051
##  [979,]  0.1657182818
##  [980,]  0.3302532208
##  [981,]  0.9319001467
##  [982,]  0.5635538272
##  [983,]  0.6363143806
##  [984,]  1.3100206144
##  [985,]  1.6358932923
##  [986,]  0.1815164706
##  [987,]  0.0787670900
##  [988,]  1.5877643911
##  [989,]  2.6404577865
##  [990,]  0.7422398430
##  [991,]  0.2002211191
##  [992,]  0.1905655803
##  [993,]  0.4987254858
##  [994,]  3.5541410273
##  [995,]  0.2953858522
##  [996,]  0.1261826630
##  [997,]  1.0244191545
##  [998,]  0.0937754202
##  [999,]  0.2010660926
## 
## $model.matrix
##     (Intercept) demo$dependents
## 1             1               0
## 2             1               0
## 3             1               0
## 4             1               0
## 5             1               0
## 6             1               0
## 7             1               0
## 8             1               0
## 9             1               0
## 10            1               0
## 11            1               0
## 12            1               0
## 13            1               0
## 14            1               0
## 15            1               0
## 16            1               0
## 17            1               0
## 18            1               0
## 19            1               0
## 20            1               1
## 21            1               0
## 22            1               0
## 23            1               0
## 24            1               0
## 25            1               0
## 26            1               0
## 27            1               0
## 28            1               0
## 29            1               5
## 30            1               0
## 31            1               4
## 32            1               0
## 33            1               0
## 34            1               0
## 35            1               0
## 36            1               0
## 37            1               0
## 38            1               4
## 39            1               0
## 40            1               0
## 41            1               0
## 42            1               0
## 43            1               0
## 44            1               0
## 45            1               0
## 46            1               0
## 47            1               0
## 48            1               0
## 49            1               0
## 50            1               0
## 51            1               0
## 52            1               1
## 53            1               0
## 54            1               0
## 55            1               0
## 56            1               0
## 57            1               1
## 58            1               0
## 59            1               0
## 60            1               0
## 61            1               0
## 62            1               0
## 63            1               0
## 64            1               0
## 65            1               0
## 66            1               0
## 67            1               0
## 68            1               0
## 69            1               0
## 70            1               4
## 71            1               0
## 72            1               0
## 73            1               1
## 74            1               0
## 75            1               0
## 76            1               0
## 77            1               0
## 78            1               0
## 79            1               0
## 80            1               1
## 81            1               1
## 82            1               0
## 83            1               0
## 84            1               0
## 85            1               0
## 86            1               0
## 87            1               0
## 88            1               0
## 89            1               0
## 90            1               0
## 91            1               0
## 92            1               0
## 93            1               0
## 94            1               0
## 95            1               0
## 96            1               0
## 97            1               0
## 98            1               3
## 99            1               0
## 100           1               0
## 101           1               1
## 102           1               0
## 103           1               0
## 104           1               0
## 105           1               0
## 106           1               0
## 107           1               0
## 108           1               0
## 109           1               0
## 110           1               0
## 111           1               0
## 112           1               0
## 113           1               0
## 114           1               0
## 115           1               0
## 116           1               0
## 117           1               0
## 118           1               0
## 119           1               0
## 120           1               0
## 121           1               0
## 122           1               0
## 123           1               0
## 124           1               0
## 125           1               0
## 126           1               0
## 127           1               0
## 128           1               0
## 129           1               0
## 130           1               0
## 131           1               3
## 132           1               0
## 133           1               0
## 134           1               0
## 135           1               0
## 136           1               0
## 137           1               0
## 138           1               0
## 139           1               1
## 140           1               1
## 141           1               0
## 142           1               0
## 143           1               0
## 144           1               0
## 145           1               0
## 146           1               0
## 147           1               0
## 148           1               0
## 149           1               0
## 150           1               0
## 151           1               0
## 152           1               0
## 153           1               0
## 154           1               0
## 155           1               0
## 156           1               0
## 157           1               0
## 158           1               0
## 159           1               0
## 160           1               0
## 161           1               0
## 162           1               0
## 163           1               0
## 164           1               0
## 165           1               0
## 166           1               0
## 167           1               0
## 168           1               0
## 169           1               4
## 170           1               0
## 171           1               0
## 172           1               0
## 173           1               0
## 174           1               0
## 175           1               0
## 176           1               0
## 177           1               0
## 178           1               0
## 179           1               0
## 180           1               0
## 181           1               0
## 182           1               0
## 183           1               0
## 184           1               0
## 185           1               0
## 186           1               0
## 187           1               0
## 188           1               0
## 189           1               0
## 190           1               0
## 191           1               0
## 192           1               0
## 193           1               0
## 194           1               0
## 195           1               0
## 196           1               0
## 197           1               0
## 198           1               0
## 199           1               0
## 200           1               0
## 201           1               0
## 202           1               3
## 203           1               0
## 204           1               0
## 205           1               0
## 206           1               0
## 207           1               0
## 208           1               0
## 209           1               0
## 210           1               0
## 211           1               0
## 212           1               0
## 213           1               0
## 214           1               0
## 215           1               0
## 216           1               0
## 217           1               0
## 218           1               0
## 219           1               0
## 220           1               0
## 221           1               0
## 222           1               0
## 223           1               0
## 224           1               0
## 225           1               0
## 226           1               0
## 227           1               0
## 228           1               0
## 229           1               0
## 230           1               0
## 231           1               0
## 232           1               0
## 233           1               0
## 234           1               0
## 235           1               0
## 236           1               0
## 237           1               0
## 238           1               0
## 239           1               0
## 240           1               0
## 241           1               0
## 242           1               0
## 243           1               0
## 244           1               0
## 245           1               0
## 246           1               0
## 247           1               0
## 248           1               0
## 249           1               0
## 250           1               0
## 251           1               0
## 252           1               0
## 253           1               0
## 254           1               0
## 255           1               0
## 256           1               0
## 257           1               0
## 258           1               0
## 259           1               0
## 260           1               0
## 261           1               0
## 262           1               0
## 263           1               0
## 264           1               0
## 265           1               0
## 266           1               0
## 267           1               0
## 268           1               0
## 269           1               0
## 270           1               0
## 271           1               0
## 272           1               0
## 273           1               0
## 274           1               0
## 275           1               0
## 276           1               0
## 277           1               0
## 278           1               0
## 279           1               0
## 280           1               0
## 281           1               0
## 282           1               0
## 283           1               0
## 284           1               0
## 285           1               0
## 286           1               0
## 287           1               0
## 288           1               1
## 289           1               0
## 290           1               0
## 291           1               0
## 292           1               0
## 293           1               0
## 294           1               0
## 295           1               0
## 296           1               0
## 297           1               4
## 298           1               0
## 299           1               0
## 300           1               1
## 301           1               0
## 302           1               0
## 303           1               0
## 304           1               0
## 305           1               0
## 306           1               0
## 307           1               2
## 308           1               0
## 309           1               0
## 310           1               0
## 311           1               0
## 312           1               0
## 
## $terms
## sci_comm_orient ~ demo$dependents
## attr(,"variables")
## list(sci_comm_orient, demo$dependents)
## attr(,"factors")
##                 demo$dependents
## sci_comm_orient               0
## demo$dependents               1
## attr(,"term.labels")
## [1] "demo$dependents"
## attr(,"order")
## [1] 1
## attr(,"intercept")
## [1] 1
## attr(,"response")
## [1] 1
## attr(,".Environment")
## <environment: R_GlobalEnv>
## 
## attr(,"class")
## [1] "adonis"

This shows that the differences in answers are not significant, according to major.

Conclusion

Ultimately, what we can understand from all of this is that a student’s number of dependents does not have a significant impact on the the differences in answers in our questions.

In summary, let’s take a look at the running list we are making of which questions were significant and not according to demographics:


NEXT